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Benchmark run swe-smoke-luna6-medium-20261011T105900Z

Benchmark run swe-smoke-luna6-medium-20261011T105900Z

This page contains exactly the publishable benchmark observations recorded in run swe-smoke-luna6-medium-20261011T105900Z; it does not select or aggregate them. Return to the run index or view aggregate metrics.

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Rows are pre-aggregated by task, target, prompt variant, MCP-instruction mode, context, arm, and restriction. Numeric values show median (p50), IQR, p90, maximum, and sample count. Boolean checks show pass counts and success rates. Filters apply to these summary groups; per-run observations remain available on their run pages.

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Baseline vs semedit

Comparison evaluates baseline and semedit values within each restriction policy, target, and context group. Negative changes mark improvements for these lower-is-better metrics; positive changes mark degradations.

Detailed observations

Empirical telemetry measuring wall-clock latency, token usage, tool turns, and compiler correctness when AI coding agents perform code modifications.

Every benchmark pairs Vanilla LLM (standard file editing tools) against Semedit MCP (deterministic AST compiler operations).

Benchmark Methodology & Transparency

  • Reproducibility & Provenance: Self-contained txtar archives define test scenarios. Links below resolve to commit-anchored GitHub source files for published commits, or cryptographic SHA-256 fingerprints for uncommitted local fixtures.
  • Model Cost: Tables report model-specific credit consumption where a target model has a declared schedule: (uncached input × input credits + cached input × cached credits + (reasoning + visible output) × output credits) / 1,000,000. Thinking tokens use the output rate. ADR-0043 defines the per-million-token credit rates.
  • Multi-Level Correctness Oracle: Four validation levels evaluate each trial:
    1. Level 1 (Mutation Policy): Restricts file modifications strictly to authorized paths.
    2. Level 2 (AST Invariants): Compiler AST verification of required symbols, imports, and relative declaration ordering.
    3. Level 3 (Clean Build): Strict compilation validation with zero compiler or typecheck errors.
    4. Level 4 (Test Suite): Unit and integration test suite execution.
  • Isolated Sandboxing: Each trial executes in an ephemeral directory with pristine git and module state.

Test case: grpc__grpc-go-2735

Target: codex/gpt-6-luna/medium

explicit prompt · prescriptive MCP instructions · write semedit restriction

LocalityContextAmbiguityCompositionInvariantsScaleStaging
Task complexity across locality, context, ambiguity, composition, invariants, edit scale, and staging (1–5).
SettingValue
Test casegrpc__grpc-go-2735
Targetcodex/gpt-6-luna/medium
Prompt variantexplicit
MCP server instructionsprescriptive
Semedit arm restrictionwrite
Run provenanceprovider_transport=codex_app_server_v2
Fixturetestdata/bench/grpc__grpc-go-2735.txtar

Vanilla LLM Prompt:

Use case(s) - what problem will this feature solve?

In some cases we want to retry connections more aggressively compared to the default behavior (e.g. for health checkers in tests in order to detect that server is up faster).

Proposed Solution

Add tunable parameters as described in the documentation.

It can be done by extending grpc.BackoffConfig struct (and therefore is not a breaking change).

MetricVanilla (Small)Semedit Explicit (Small)Δ (Small)Vanilla (Large)MCP (Large)Δ (Large)
Wall-Clock Latency—110.04s————
Process Start → First Event—0.07s————
First Event → First Tool Call—27.39s————
MCP Initialize → First Semantic Call——————
MCP Server Start → Initialize——————
Top-Level User Turns—1————
Internal Tool Cycles—1————
Initial Load / Discovery Turns—0————
MCP Discovery / Schema Turns—0————
Tool Invocations (per run)—1————
Output Tokens—3959————
Reasoning / Thinking Tokens—52————
Total Input Tokens—98532————
Cached Input Tokens—76800————
Uncached Input Tokens—21732————
Cost—0.1237————
Cached vs Uncached Token Ratio—3.53:1————
Oracle L1: Mutation Policy—PASS————
Oracle L2: AST Invariants—PASS————
Oracle L3: Clean Build—PASS————
Oracle L4: Verification Test—PASS————
Semantic Tool Invocation Verified (per run)—PASS————
Baseline vs Semedit Explicit in Small Context
#VanillaSemedit MCP
1not publishedsemedit/semantic_batch (✓ ✗): Batch child results are intermediate and do not provide final continuation targets. Verification failed: verification is unsupported for language "make" Critical result (JSON): {"result":{"status":"error","verification":{"failure":"verification is unsupported for language \"make\"","scope":{"Paths":["Makefile","backoff.go","balancer.go","balancer/balancer.go","balancer/base/balancer.go","balancer/base/base.go","balancer/grpclb/grpc_lb_v1/load_balancer.pb.go","balancer/grpclb/grpclb.go","balancer/grpclb/grpc
{
  "auto_organize_imports": false,
  "edits": [
    {
      "params": {
        "auto_organize_imports": false,
        "file": "internal/backoff/backoff.go",
        "language": "go",
        "symbol": "factor",
        "to": "multiplier"
      },
      "tool": "semantic_rename"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "internal/backoff/backoff.go",
        "group": "append",
        "kind": "const",
        "source": "const maxDelay = 120 * time.Second"
      },
      "tool": "semantic_insert_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "internal/backoff/backoff.go",
        "kind": "type",
        "source": "type Exponential struct {\n\t// baseDelay is the amount of time to backoff after the first connection\n\t// failure.\n\tbaseDelay time.Duration\n\t// multiplier is the factor with which to multiply backoffs after a failed\n\t// retry.\n\tmultiplier float64\n\t// jitter is the factor with which backoffs are randomized.\n\tjitter float64\n\t// maxDelay is the upper bound of backoff delay.\n\tmaxDelay time.Duration\n}",
        "symbol": "Exponential"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "access_modifier": "public",
        "auto_organize_imports": false,
        "file": "internal/backoff/backoff.go",
        "kind": "type",
        "source": "// StrategyBuilder helps build an implementation of the Strategy interface,\n// with setters provided to set individual parameters of the backoff strategy.\ntype StrategyBuilder interface {\n\t// BaseDelay sets the amount of time to backoff after the first connection\n\t// failure.\n\tBaseDelay(time.Duration) StrategyBuilder\n\t// Multiplier sets the the factor with which to multiply backoffs after a\n\t// failed retry.\n\tMultiplier(float64) StrategyBuilder\n\t// Jitter sets the factor with which backoffs are randomized.\n\tJitter(float64) StrategyBuilder\n\t// MaxDelay sets the upper bound of backoff delay.\n\tMaxDelay(time.Duration) StrategyBuilder\n\t// Build builds an implementation of the Strategy interface configured using\n\t// the above setter methods.\n\tBuild() Strategy\n}"
      },
      "tool": "semantic_insert_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "internal/backoff/backoff.go",
        "kind": "type",
        "source": "// exponentialBuilder implements the StrategyBuilder interface for an\n// exponential backoff strategy.\ntype exponentialBuilder struct {\n\tbd     time.Duration\n\tmltpr  float64\n\tjitter float64\n\tmd     time.Duration\n}"
      },
      "tool": "semantic_insert_construct"
    },
    {
      "params": {
        "access_modifier": "public",
        "auto_organize_imports": false,
        "file": "internal/backoff/backoff.go",
        "kind": "function",
        "source": "// NewExponentialBuilder returns an implementation of the StrategyBuilder\n// interface used to build an exponential backoff strategy implementation, as\n// defined in\n// https://github.com/grpc/grpc/blob/master/doc/connection-backoff.md.\nfunc NewExponentialBuilder() StrategyBuilder {\n\treturn \u0026exponentialBuilder{\n\t\tbd:     baseDelay,\n\t\tmltpr:  multiplier,\n\t\tjitter: jitter,\n\t\tmd:     maxDelay,\n\t}\n}"
      },
      "tool": "semantic_insert_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "internal/backoff/backoff.go",
        "kind": "method",
        "source": "// BaseDelay helps implement StrategyBuilder.\nfunc (eb *exponentialBuilder) BaseDelay(bd time.Duration) StrategyBuilder {\n\teb.bd = bd\n\treturn eb\n}"
      },
      "tool": "semantic_insert_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "internal/backoff/backoff.go",
        "kind": "method",
        "source": "// BaseDelay helps implement StrategyBuilder.\nfunc (eb *exponentialBuilder) Multiplier(m float64) StrategyBuilder {\n\teb.mltpr = m\n\treturn eb\n}"
      },
      "tool": "semantic_insert_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "internal/backoff/backoff.go",
        "kind": "method",
        "source": "// BaseDelay helps implement StrategyBuilder.\nfunc (eb *exponentialBuilder) Jitter(j float64) StrategyBuilder {\n\teb.jitter = j\n\treturn eb\n}"
      },
      "tool": "semantic_insert_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "internal/backoff/backoff.go",
        "kind": "method",
        "source": "// BaseDelay helps implement StrategyBuilder.\nfunc (eb *exponentialBuilder) MaxDelay(md time.Duration) StrategyBuilder {\n\teb.md = md\n\treturn eb\n}"
      },
      "tool": "semantic_insert_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "internal/backoff/backoff.go",
        "kind": "method",
        "source": "// BaseDelay helps implement StrategyBuilder.\nfunc (eb *exponentialBuilder) Build() Strategy {\n\treturn Exponential{\n\t\tbaseDelay:  eb.bd,\n\t\tmultiplier: eb.mltpr,\n\t\tjitter:     eb.jitter,\n\t\tmaxDelay:   eb.md,\n\t}\n}"
      },
      "tool": "semantic_insert_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "internal/backoff/backoff.go",
        "kind": "method",
        "source": "// Backoff returns the amount of time to wait before the next retry given the\n// number of retries.\n// Helps implement Strategy.\nfunc (bc Exponential) Backoff(retries int) time.Duration {\n\tif retries == 0 {\n\t\treturn bc.baseDelay\n\t}\n\tbackoff, max := float64(bc.baseDelay), float64(bc.maxDelay)\n\tfor backoff \u003c max \u0026\u0026 retries \u003e 0 {\n\t\tbackoff *= bc.multiplier\n\t\tretries--\n\t}\n\tif backoff \u003e max {\n\t\tbackoff = max\n\t}\n\t// Randomize backoff delays so that if a cluster of requests start at\n\t// the same time, they won't operate in lockstep.\n\tbackoff *= 1 + bc.jitter*(grpcrand.Float64()*2-1)\n\tif backoff \u003c 0 {\n\t\treturn 0\n\t}\n\treturn time.Duration(backoff)\n}",
        "symbol": "Exponential.Backoff"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "backoff.go",
        "kind": "type",
        "source": "// BackoffConfig defines the parameters for the default gRPC backoff strategy.\n// Deprecated: use ConnectParams instead.\ntype BackoffConfig struct {\n\t// MaxDelay is the upper bound of backoff delay.\n\tMaxDelay time.Duration\n}",
        "symbol": "BackoffConfig"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "access_modifier": "public",
        "auto_organize_imports": false,
        "file": "backoff.go",
        "kind": "type",
        "source": "// ConnectParams defines the parameters for connecting and retrying. Users\n// are encouraged to use this instead of BackoffConfig.\n// https://github.com/grpc/grpc/blob/master/doc/connection-backoff.md.\n//\n// This API is EXPERIMENTAL.\ntype ConnectParams struct {\n\t// BackoffBaseDelay is the amount of time to backoff after the first\n\t// connection failure.\n\tBackoffBaseDelay time.Duration\n\t// BackoffMultiplier is the factor with which to multiply backoffs after a\n\t// failed retry. Should ideally be greater than 1.\n\tBackoffMultiplier float64\n\t// BackoffJitter is the factor with which backoffs are randomized.\n\tBackoffJitter float64\n\t// BackoffMaxDelay is the upper bound of backoff delay.\n\tBackoffMaxDelay time.Duration\n\t// MinConnectTimeout is the minimum amount of time we are willing to give a\n\t// connection to complete.\n\tMinConnectTimeout time.Duration\n}"
      },
      "tool": "semantic_insert_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "backoff.go",
        "kind": "var",
        "source": "// DefaultBackoffConfig uses values specified for backoff in\n// https://github.com/grpc/grpc/blob/master/doc/connection-backoff.md.\n// Deprecated: use ConnectParams instead.\nvar DefaultBackoffConfig = BackoffConfig{\n\tMaxDelay: 120 * time.Second,\n}",
        "symbol": "DefaultBackoffConfig"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "dialoptions.go",
        "in_type": "dialOptions",
        "kind": "field",
        "placement": "type_end",
        "source": "mct time.Duration"
      },
      "tool": "semantic_insert_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "clientconn.go",
        "kind": "const",
        "symbol": "minConnectTimeout"
      },
      "tool": "semantic_remove_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "dialoptions.go",
        "group": "append",
        "kind": "const",
        "source": "const (\n\t// Minimum time to give a connection to complete.\n\tminConnectTimeout = 20 * time.Second\n)"
      },
      "tool": "semantic_insert_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "dialoptions.go",
        "source": "// WithConnectParams configures the dialer to use the provided backoff\n// parameters for the algorithm defined in\n// https://github.com/grpc/grpc/blob/master/doc/connection-backoff.md.\n// This will override all the default values with the ones provided here. So,\n// use with caution.\n//\n// This API is EXPERIMENTAL.\nfunc WithConnectParams(p ConnectParams) DialOption {\n\tb := backoff.NewExponentialBuilder()\n\tb.BaseDelay(p.BackoffBaseDelay).Multiplier(p.BackoffMultiplier).Jitter(p.BackoffJitter).MaxDelay(p.BackoffMaxDelay)\n\treturn newFuncDialOption(func(o *dialOptions) {\n\t\to.bs = b.Build()\n\t\to.mct = p.MinConnectTimeout\n\t})\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "dialoptions.go",
        "kind": "function",
        "source": "// WithBackoffMaxDelay configures the dialer to use the provided maximum delay\n// when backing off after failed connection attempts.\n//\n// Deprecated: use WithConnectParams instead.\nfunc WithBackoffMaxDelay(md time.Duration) DialOption {\n\treturn WithBackoffConfig(BackoffConfig{MaxDelay: md})\n}",
        "symbol": "WithBackoffMaxDelay"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "dialoptions.go",
        "kind": "function",
        "source": "// WithBackoffConfig configures the dialer to use the provided backoff\n// parameters after connection failures.\n//\n// Deprecated: use WithConnectParams instead.\nfunc WithBackoffConfig(b BackoffConfig) DialOption {\n\treturn withBackoff(backoff.NewExponentialBuilder().MaxDelay(b.MaxDelay).Build())\n}",
        "symbol": "WithBackoffConfig"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "body": "return dialOptions{\n\tdisableRetry:    !envconfig.Retry,\n\treqHandshake:    envconfig.RequireHandshake,\n\thealthCheckFunc: internal.HealthCheckFunc,\n\tcopts: transport.ConnectOptions{\n\t\tWriteBufferSize: defaultWriteBufSize,\n\t\tReadBufferSize:  defaultReadBufSize,\n\t},\n\tmct: minConnectTimeout,\n}",
        "file": "dialoptions.go",
        "symbol": "defaultDialOptions"
      },
      "tool": "semantic_replace_body"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "discriminator": "cc.dopts.bs == nil",
        "file": "clientconn.go",
        "in_function": "DialContext",
        "kind": "if",
        "source": "if cc.dopts.bs == nil {\n\tcc.dopts.bs = backoff.NewExponentialBuilder().Build()\n}"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "discriminator": "dialDuration := minConnectTimeout",
        "file": "clientconn.go",
        "in_function": "addrConn.resetTransport",
        "kind": "statement/expression",
        "source": "dialDuration := ac.dopts.mct"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "balancer/grpclb/grpclb.go",
        "language": "go",
        "symbol": "defaultBackoffConfig",
        "to": "defaultBackoffStrategy"
      },
      "tool": "semantic_rename"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "balancer/grpclb/grpclb.go",
        "source": "// defaultBackoffStrategy configures the backoff strategy that's used when the\n// init handshake in the RPC is unsuccessful. It's not for the clientconn\n// reconnect backoff.\n//\n// It has the same value as the default grpc.DefaultBackoffConfig.\n//\n// TODO: make backoff configurable.\nvar defaultBackoffStrategy = backoff.NewExponentialBuilder().Build()",
        "symbol": "defaultBackoffStrategy"
      },
      "tool": "semantic_replace_decl"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "balancer/xds/xds_client.go",
        "language": "go",
        "symbol": "defaultBackoffConfig",
        "to": "defaultBackoffStrategy"
      },
      "tool": "semantic_rename"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "balancer/xds/xds_client.go",
        "kind": "var",
        "source": "var defaultBackoffStrategy = backoff.NewExponentialBuilder().Build()",
        "symbol": "defaultBackoffStrategy"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "health/client.go",
        "kind": "var",
        "source": "var backoffStrategy = backoff.NewExponentialBuilder().Build()",
        "symbol": "backoffStrategy"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "health/client.go",
        "kind": "const",
        "safe_delete": false,
        "symbol": "maxDelay"
      },
      "tool": "semantic_remove_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "resolver/dns/dns_resolver.go",
        "kind": "type",
        "source": "// dnsResolver watches for the name resolution update for a non-IP target.\ntype dnsResolver struct {\n\tfreq       time.Duration\n\tbackoff    backoff.Strategy\n\tretryCount int\n\thost       string\n\tport       string\n\tresolver   netResolver\n\tctx        context.Context\n\tcancel     context.CancelFunc\n\tcc         resolver.ClientConn\n\t// rn channel is used by ResolveNow() to force an immediate resolution of the target.\n\trn chan struct{}\n\tt  *time.Timer\n\t// wg is used to enforce Close() to return after the watcher() goroutine has finished.\n\t// Otherwise, data race will be possible. [Race Example] in dns_resolver_test we\n\t// replace the real lookup functions with mocked ones to facilitate testing.\n\t// If Close() doesn't wait for watcher() goroutine finishes, race detector sometimes\n\t// will warns lookup (READ the lookup function pointers) inside watcher() goroutine\n\t// has data race with replaceNetFunc (WRITE the lookup function pointers).\n\twg                   sync.WaitGroup\n\tdisableServiceConfig bool\n}",
        "symbol": "dnsResolver"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "body": "\thost, port, err := parseTarget(target.Endpoint, defaultPort)\n\tif err != nil {\n\t\treturn nil, err\n\t}\n\n\t// IP address.\n\tif net.ParseIP(host) != nil {\n\t\thost, _ = formatIP(host)\n\t\taddr := []resolver.Address{{Addr: host + \":\" + port}}\n\t\ti := \u0026ipResolver{\n\t\t\tcc: cc,\n\t\t\tip: addr,\n\t\t\trn: make(chan struct{}, 1),\n\t\t\tq:  make(chan struct{}),\n\t\t}\n\t\tcc.NewAddress(addr)\n\t\tgo i.watcher()\n\t\treturn i, nil\n\t}\n\n\t// DNS address (non-IP).\n\tctx, cancel := context.WithCancel(context.Background())\n\td := \u0026dnsResolver{\n\t\tfreq:                 b.minFreq,\n\t\tbackoff:              backoff.NewExponentialBuilder().MaxDelay(b.minFreq).Build(),\n\t\t host:                 host,\n\t\tport:                 port,\n\t\tctx:                  ctx,\n\t\tcancel:               cancel,\n\t\tcc:                   cc,\n\t\tt:                    time.NewTimer(0),\n\t\trn:                   make(chan struct{}, 1),\n\t\tdisableServiceConfig: opts.DisableServiceConfig,\n\t}\n\n\tif target.Authority == \"\" {\n\t\td.resolver = defaultResolver\n\t} else {\n\t\td.resolver, err = customAuthorityResolver(target.Authority)\n\t\tif err != nil {\n\t\t\treturn nil, err\n\t\t}\n\t}\n\n\td.wg.Add(1)\n\tgo d.watcher()\n\treturn d, nil",
        "file": "resolver/dns/dns_resolver.go",
        "symbol": "(*dnsBuilder).Build"
      },
      "tool": "semantic_replace_body"
    }
  ],
  "trust_workspace": true
}

Semedit integration feedback (agent opinion, excluded from measurements):

Integration feedback unavailable: codex follow-up changed the original workspace, target, or arm

Baseline vs Semedit Explicit in Large Context
#VanillaSemedit MCP
1not publishednot published

Test case: grpc__grpc-go-2951

Target: codex/gpt-6-luna/medium

explicit prompt · prescriptive MCP instructions · write semedit restriction

LocalityContextAmbiguityCompositionInvariantsScaleStaging
Task complexity across locality, context, ambiguity, composition, invariants, edit scale, and staging (1–5).
SettingValue
Test casegrpc__grpc-go-2951
Targetcodex/gpt-6-luna/medium
Prompt variantexplicit
MCP server instructionsprescriptive
Semedit arm restrictionwrite
Run provenanceprovider_transport=codex_app_server_v2
Fixturetestdata/bench/grpc__grpc-go-2951.txtar

Vanilla LLM Prompt:

If a resolver could not resolve a name, there’s currently no way to report error back to ClientConn, and RPCs on the ClientConn will fail with timeout.

This method allows resolver to report error to ClientConn, and failfast RPCs should fail with this error (or RPC errors that contain info from this error).

MetricVanilla (Small)Semedit Explicit (Small)Δ (Small)Vanilla (Large)MCP (Large)Δ (Large)
Wall-Clock Latency—181.75s————
Process Start → First Event—0.04s————
First Event → First Tool Call—73.36s————
MCP Initialize → First Semantic Call——————
MCP Server Start → Initialize——————
Top-Level User Turns—1————
Internal Tool Cycles—1————
Initial Load / Discovery Turns—0————
MCP Discovery / Schema Turns—0————
Tool Invocations (per run)—1————
Output Tokens—11935————
Reasoning / Thinking Tokens—20————
Total Input Tokens—198312————
Cached Input Tokens—119552————
Uncached Input Tokens—78760————
Cost—0.3762————
Cached vs Uncached Token Ratio—1.52:1————
Oracle L1: Mutation Policy—PASS————
Oracle L2: AST Invariants—PASS————
Oracle L3: Clean Build—PASS————
Oracle L4: Verification Test—PASS————
Semantic Tool Invocation Verified (per run)—PASS————
Baseline vs Semedit Explicit in Small Context
#VanillaSemedit MCP
1not publishedsemedit/semantic_batch (✓ ✗): {"content":[{"type":"text","text":"Batch child results are intermediate and do not provide final continuation targets. Verification failed: verification is unsupported for language \"make\"\n\nCritical result (JSON): {\"result\":{\"status\":\"error\",\"verification\":{\"failure\":\"verification is unsupported for language \\\"make\\\"\",\"scope\":{\"Paths\":[\"Makefile\",\"backoff.go\",\"backoff/backoff.go\",\"balancer.go\",\"balancer/balancer.go\",\"balancer/base/balancer.go\",\"balancer/base/base.go\",\"b
{
  "auto_organize_imports": false,
  "edits": [
    {
      "params": {
        "auto_organize_imports": false,
        "file": "balancer/balancer.go",
        "source": "// ErrBadResolverState may be returned by UpdateClientConnState to indicate a\n// problem with the provided name resolver data.\nvar ErrBadResolverState = errors.New(\"bad resolver state\")"
      },
      "tool": "semantic_insert_decl"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "balancer/balancer.go",
        "kind": "type",
        "source": "// V2Balancer is defined for documentation purposes.  If a Balancer also\n// implements V2Balancer, its UpdateClientConnState method will be called\n// instead of HandleResolvedAddrs and its UpdateSubConnState will be called\n// instead of HandleSubConnStateChange.\ntype V2Balancer interface {\n\t// UpdateClientConnState is called by gRPC when the state of the ClientConn\n\t// changes.  If the error returned is ErrBadResolverState, the ClientConn\n\t// will begin calling ResolveNow on the active name resolver with\n\t// exponential backoff until a subsequent call to UpdateClientConnState\n\t// returns a nil error.  Any other errors are currently ignored.\n\tUpdateClientConnState(ClientConnState) error\n\t// ResolverError is called by gRPC when the name resolver reports an error.\n\tResolverError(error)\n\t// UpdateSubConnState is called by gRPC when the state of a SubConn\n\t// changes.\n\tUpdateSubConnState(SubConn, SubConnState)\n\t// Close closes the balancer. The balancer is not required to call\n\t// ClientConn.RemoveSubConn for its existing SubConns.\n\tClose()\n}",
        "symbol": "V2Balancer"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "balancer/base/balancer.go",
        "source": "var _ balancer.V2Balancer = (*baseBalancer)(nil) // Assert that we implement V2Balancer\n"
      },
      "tool": "semantic_insert_decl"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "balancer/base/balancer.go",
        "source": "func (b *baseBalancer) ResolverError(error) {\n\t// Ignore\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "balancer/base/balancer.go",
        "kind": "method",
        "source": "func (b *baseBalancer) UpdateClientConnState(s balancer.ClientConnState) error {\n\t// TODO: handle s.ResolverState.Err (log if not nil) once implemented.\n\t// TODO: handle s.ResolverState.ServiceConfig?\n\tif grpclog.V(2) {\n\t\tgrpclog.Infoln(\"base.baseBalancer: got new ClientConn state: \", s)\n\t}\n\t// addrsSet is the set converted from addrs, it's used for quick lookup of an address.\n\taddrsSet := make(map[resolver.Address]struct{})\n\tfor _, a := range s.ResolverState.Addresses {\n\t\taddrsSet[a] = struct{}{}\n\t\tif _, ok := b.subConns[a]; !ok {\n\t\t\t// a is a new address (not existing in b.subConns).\n\t\t\tsc, err := b.cc.NewSubConn([]resolver.Address{a}, balancer.NewSubConnOptions{HealthCheckEnabled: b.config.HealthCheck})\n\t\t\tif err != nil {\n\t\t\t\tgrpclog.Warningf(\"base.baseBalancer: failed to create new SubConn: %v\", err)\n\t\t\t\tcontinue\n\t\t\t}\n\t\t\tb.subConns[a] = sc\n\t\t\tb.scStates[sc] = connectivity.Idle\n\t\t\tsc.Connect()\n\t\t}\n\t}\n\tfor a, sc := range b.subConns {\n\t\t// a was removed by resolver.\n\t\tif _, ok := addrsSet[a]; !ok {\n\t\t\tb.cc.RemoveSubConn(sc)\n\t\t\tdelete(b.subConns, a)\n\t\t\t// Keep the state of this sc in b.scStates until sc's state becomes Shutdown.\n\t\t\t// The entry will be deleted in HandleSubConnStateChange.\n\t\t}\n\t}\n\treturn nil\n}",
        "symbol": "baseBalancer.UpdateClientConnState"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "balancer/grpclb/grpclb.go",
        "source": "var _ balancer.V2Balancer = (*lbBalancer)(nil) // Assert that we implement V2Balancer\n"
      },
      "tool": "semantic_insert_decl"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "balancer/grpclb/grpclb.go",
        "source": "func (lb *lbBalancer) ResolverError(error) {\n\t// Ignore resolver errors.  GRPCLB is not selected unless the resolver\n\t// works at least once.\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "balancer/grpclb/grpclb.go",
        "kind": "method",
        "source": "func (lb *lbBalancer) UpdateClientConnState(ccs balancer.ClientConnState) error {\n\tif grpclog.V(2) {\n\t\tgrpclog.Infof(\"lbBalancer: UpdateClientConnState: %+v\", ccs)\n\t}\n\tgc, _ := ccs.BalancerConfig.(*grpclbServiceConfig)\n\tlb.handleServiceConfig(gc)\n\n\taddrs := ccs.ResolverState.Addresses\n\tif len(addrs) == 0 {\n\t\treturn balancer.ErrBadResolverState\n\t}\n\n\tvar remoteBalancerAddrs, backendAddrs []resolver.Address\n\tfor _, a := range addrs {\n\t\tif a.Type == resolver.GRPCLB {\n\t\t\ta.Type = resolver.Backend\n\t\t\tremoteBalancerAddrs = append(remoteBalancerAddrs, a)\n\t\t} else {\n\t\t\tbackendAddrs = append(backendAddrs, a)\n\t\t}\n\t}\n\n\tif lb.ccRemoteLB == nil {\n\t\tif len(remoteBalancerAddrs) == 0 {\n\t\t\tgrpclog.Errorf(\"grpclb: no remote balancer address is available, should never happen\")\n\t\t\treturn balancer.ErrBadResolverState\n\t\t}\n\t\t// First time receiving resolved addresses, create a cc to remote\n\t\t// balancers.\n\t\tlb.dialRemoteLB(remoteBalancerAddrs[0].ServerName)\n\t\t// Start the fallback goroutine.\n\t\tgo lb.fallbackToBackendsAfter(lb.fallbackTimeout)\n\t}\n\n\t// cc to remote balancers uses lb.manualResolver. Send the updated remote\n\t// balancer addresses to it through manualResolver.\n\tlb.manualResolver.UpdateState(resolver.State{Addresses: remoteBalancerAddrs})\n\n\tlb.mu.Lock()\n\tlb.resolvedBackendAddrs = backendAddrs\n\tif lb.inFallback {\n\t\t// This means we received a new list of resolved backends, and we are\n\t\t// still in fallback mode. Need to update the list of backends we are\n\t\t// using to the new list of backends.\n\t\tlb.refreshSubConns(lb.resolvedBackendAddrs, true, lb.usePickFirst)\n\t}\n\tlb.mu.Unlock()\n\treturn nil\n}",
        "symbol": "lbBalancer.UpdateClientConnState"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "balancer_conn_wrappers.go",
        "kind": "type",
        "source": "// ccBalancerWrapper is a wrapper on top of cc for balancers.\n// It implements balancer.ClientConn interface.\ntype ccBalancerWrapper struct {\n\tcc               *ClientConn\n\tbalancerMu       sync.Mutex // synchronizes calls to the balancer\n\tbalancer         balancer.Balancer\n\tstateChangeQueue *scStateUpdateBuffer\n\tdone             *grpcsync.Event\n\n\tmu       sync.Mutex\n\tsubConns map[*acBalancerWrapper]struct{}\n}",
        "symbol": "ccBalancerWrapper"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "body": "\n\tccb := \u0026ccBalancerWrapper{\n\t\tcc:               cc,\n\t\tstateChangeQueue: newSCStateUpdateBuffer(),\n\t\tdone:             grpcsync.NewEvent(),\n\t\tsubConns:         make(map[*acBalancerWrapper]struct{}),\n\t}\n\tgo ccb.watcher()\n\tccb.balancer = b.Build(ccb, bopts)\n\treturn ccb\n",
        "file": "balancer_conn_wrappers.go",
        "symbol": "newCCBalancerWrapper"
      },
      "tool": "semantic_replace_body"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "body": "\n\tfor {\n\t\tselect {\n\t\tcase t := \u003c-ccb.stateChangeQueue.get():\n\t\t\tccb.stateChangeQueue.load()\n\t\t\tif ccb.done.HasFired() {\n\t\t\t\tbreak\n\t\t\t}\n\t\t\tccb.balancerMu.Lock()\n\t\t\tif ub, ok := ccb.balancer.(balancer.V2Balancer); ok {\n\t\t\t\tub.UpdateSubConnState(t.sc, balancer.SubConnState{ConnectivityState: t.state})\n\t\t\t} else {\n\t\t\t\tccb.balancer.HandleSubConnStateChange(t.sc, t.state)\n\t\t\t}\n\t\t\tccb.balancerMu.Unlock()\n\t\tcase \u003c-ccb.done.Done():\n\t\t}\n\n\t\tif ccb.done.HasFired() {\n\t\t\tccb.balancer.Close()\n\t\t\tccb.mu.Lock()\n\t\t\tscs := ccb.subConns\n\t\t\tccb.subConns = nil\n\t\t\tccb.mu.Unlock()\n\t\t\tfor acbw := range scs {\n\t\t\t\tccb.cc.removeAddrConn(acbw.getAddrConn(), errConnDrain)\n\t\t\t}\n\t\t\tccb.UpdateBalancerState(connectivity.Connecting, nil)\n\t\t\treturn\n\t\t}\n\t}\n",
        "file": "balancer_conn_wrappers.go",
        "symbol": "ccBalancerWrapper.watcher"
      },
      "tool": "semantic_replace_body"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "body": "\n\tccb.done.Fire()\n",
        "file": "balancer_conn_wrappers.go",
        "symbol": "ccBalancerWrapper.close"
      },
      "tool": "semantic_replace_body"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "balancer_conn_wrappers.go",
        "kind": "method",
        "source": "func (ccb *ccBalancerWrapper) updateClientConnState(ccs *balancer.ClientConnState) error {\n\tccb.balancerMu.Lock()\n\tdefer ccb.balancerMu.Unlock()\n\tif ub, ok := ccb.balancer.(balancer.V2Balancer); ok {\n\t\treturn ub.UpdateClientConnState(*ccs)\n\t}\n\tccb.balancer.HandleResolvedAddrs(ccs.ResolverState.Addresses, nil)\n\treturn nil\n}",
        "symbol": "ccBalancerWrapper.updateClientConnState"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "balancer_conn_wrappers.go",
        "source": "func (ccb *ccBalancerWrapper) resolverError(err error) {\n\tif ub, ok := ccb.balancer.(balancer.V2Balancer); ok {\n\t\tccb.balancerMu.Lock()\n\t\tub.ResolverError(err)\n\t\tccb.balancerMu.Unlock()\n\t}\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "add": [
          "google.golang.org/grpc/internal/grpcsync"
        ],
        "file": "balancer_conn_wrappers.go",
        "remove": []
      },
      "tool": "semantic_organize_imports"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "body": "\n\tcc := \u0026ClientConn{\n\t\ttarget:            target,\n\t\tcsMgr:             \u0026connectivityStateManager{},\n\t\tconns:             make(map[*addrConn]struct{}),\n\t\tdopts:             defaultDialOptions(),\n\t\tblockingpicker:    newPickerWrapper(),\n\t\tczData:            new(channelzData),\n\t\tfirstResolveEvent: grpcsync.NewEvent(),\n\t}\n\tcc.retryThrottler.Store((*retryThrottler)(nil))\n\tcc.ctx, cc.cancel = context.WithCancel(context.Background())\n\n\tfor _, opt := range opts {\n\t\topt.apply(\u0026cc.dopts)\n\t}\n\n\tchainUnaryClientInterceptors(cc)\n\tchainStreamClientInterceptors(cc)\n\n\tdefer func() {\n\t\tif err != nil {\n\t\t\tcc.Close()\n\t\t}\n\t}()\n\n\tif channelz.IsOn() {\n\t\tif cc.dopts.channelzParentID != 0 {\n\t\t\tcc.channelzID = channelz.RegisterChannel(\u0026channelzChannel{cc}, cc.dopts.channelzParentID, target)\n\t\t\tchannelz.AddTraceEvent(cc.channelzID, \u0026channelz.TraceEventDesc{\n\t\t\t\tDesc:     \"Channel Created\",\n\t\t\t\tSeverity: channelz.CtINFO,\n\t\t\t\tParent: \u0026channelz.TraceEventDesc{\n\t\t\t\t\tDesc:     fmt.Sprintf(\"Nested Channel(id:%d) created\", cc.channelzID),\n\t\t\t\t\tSeverity: channelz.CtINFO,\n\t\t\t\t},\n\t\t\t})\n\t\t} else {\n\t\t\tcc.channelzID = channelz.RegisterChannel(\u0026channelzChannel{cc}, 0, target)\n\t\t\tchannelz.AddTraceEvent(cc.channelzID, \u0026channelz.TraceEventDesc{\n\t\t\t\tDesc:     \"Channel Created\",\n\t\t\t\tSeverity: channelz.CtINFO,\n\t\t\t})\n\t\t}\n\t\tcc.csMgr.channelzID = cc.channelzID\n\t}\n\n\tif !cc.dopts.insecure {\n\t\tif cc.dopts.copts.TransportCredentials == nil \u0026\u0026 cc.dopts.copts.CredsBundle == nil {\n\t\t\treturn nil, errNoTransportSecurity\n\t\t}\n\t\tif cc.dopts.copts.TransportCredentials != nil \u0026\u0026 cc.dopts.copts.CredsBundle != nil {\n\t\t\treturn nil, errTransportCredsAndBundle\n\t\t}\n\t} else {\n\t\tif cc.dopts.copts.TransportCredentials != nil || cc.dopts.copts.CredsBundle != nil {\n\t\t\treturn nil, errCredentialsConflict\n\t\t}\n\t\tfor _, cd := range cc.dopts.copts.PerRPCCredentials {\n\t\t\tif cd.RequireTransportSecurity() {\n\t\t\t\treturn nil, errTransportCredentialsMissing\n\t\t\t}\n\t\t}\n\t}\n\n\tif cc.dopts.defaultServiceConfigRawJSON != nil {\n\t\tscpr := parseServiceConfig(*cc.dopts.defaultServiceConfigRawJSON)\n\t\tif scpr.Err != nil {\n\t\t\treturn nil, fmt.Errorf(\"%s: %v\", invalidDefaultServiceConfigErrPrefix, scpr.Err)\n\t\t}\n\t\tcc.dopts.defaultServiceConfig, _ = scpr.Config.(*ServiceConfig)\n\t}\n\tcc.mkp = cc.dopts.copts.KeepaliveParams\n\n\tif cc.dopts.copts.Dialer == nil {\n\t\tcc.dopts.copts.Dialer = newProxyDialer(\n\t\t\tfunc(ctx context.Context, addr string) (net.Conn, error) {\n\t\t\t\tnetwork, addr := parseDialTarget(addr)\n\t\t\t\treturn (\u0026net.Dialer{}).DialContext(ctx, network, addr)\n\t\t\t},\n\t\t)\n\t}\n\n\tif cc.dopts.copts.UserAgent != \"\" {\n\t\tcc.dopts.copts.UserAgent += \" \" + grpcUA\n\t} else {\n\t\tcc.dopts.copts.UserAgent = grpcUA\n\t}\n\n\tif cc.dopts.timeout \u003e 0 {\n\t\tvar cancel context.CancelFunc\n\t\tctx, cancel = context.WithTimeout(ctx, cc.dopts.timeout)\n\t\tdefer cancel()\n\t}\n\tdefer func() {\n\t\tselect {\n\t\tcase \u003c-ctx.Done():\n\t\t\tconn, err = nil, ctx.Err()\n\t\tdefault:\n\t\t}\n\t}()\n\n\tscSet := false\n\tif cc.dopts.scChan != nil {\n\t\t// Try to get an initial service config.\n\t\tselect {\n\t\tcase sc, ok := \u003c-cc.dopts.scChan:\n\t\t\tif ok {\n\t\t\t\tcc.sc = \u0026sc\n\t\t\t\tscSet = true\n\t\t\t}\n\t\tdefault:\n\t\t}\n\t}\n\tif cc.dopts.bs == nil {\n\t\tcc.dopts.bs = backoff.DefaultExponential\n\t}\n\tif cc.dopts.resolverBuilder == nil {\n\t\t// Only try to parse target when resolver builder is not already set.\n\t\tcc.parsedTarget = parseTarget(cc.target)\n\t\tgrpclog.Infof(\"parsed scheme: %q\", cc.parsedTarget.Scheme)\n\t\tcc.dopts.resolverBuilder = resolver.Get(cc.parsedTarget.Scheme)\n\t\tif cc.dopts.resolverBuilder == nil {\n\t\t\t// If resolver builder is still nil, the parsed target's scheme is\n\t\t\t// not registered. Fallback to default resolver and set Endpoint to\n\t\t\t// the original target.\n\t\t\tgrpclog.Infof(\"scheme %q not registered, fallback to default scheme\", cc.parsedTarget.Scheme)\n\t\t\tcc.parsedTarget = resolver.Target{\n\t\t\t\tScheme:   resolver.GetDefaultScheme(),\n\t\t\t\tEndpoint: target,\n\t\t\t}\n\t\t\tcc.dopts.resolverBuilder = resolver.Get(cc.parsedTarget.Scheme)\n\t\t}\n\t} else {\n\t\tcc.parsedTarget = resolver.Target{Endpoint: target}\n\t}\n\tcreds := cc.dopts.copts.TransportCredentials\n\tif creds != nil \u0026\u0026 creds.Info().ServerName != \"\" {\n\t\tcc.authority = creds.Info().ServerName\n\t} else if cc.dopts.insecure \u0026\u0026 cc.dopts.authority != \"\" {\n\t\tcc.authority = cc.dopts.authority\n\t} else {\n\t\t// Use endpoint from \"scheme://authority/endpoint\" as the default\n\t\t// authority for ClientConn.\n\t\tcc.authority = cc.parsedTarget.Endpoint\n\t}\n\n\tif cc.dopts.scChan != nil \u0026\u0026 !scSet {\n\t\t// Blocking wait for the initial service config.\n\t\tselect {\n\t\tcase sc, ok := \u003c-cc.dopts.scChan:\n\t\t\tif ok {\n\t\t\t\tcc.sc = \u0026sc\n\t\t\t}\n\t\tcase \u003c-ctx.Done():\n\t\t\treturn nil, ctx.Err()\n\t\t}\n\t}\n\tif cc.dopts.scChan != nil {\n\t\tgo cc.scWatcher()\n\t}\n\n\tvar credsClone credentials.TransportCredentials\n\tif creds := cc.dopts.copts.TransportCredentials; creds != nil {\n\t\tcredsClone = creds.Clone()\n\t}\n\tcc.balancerBuildOpts = balancer.BuildOptions{\n\t\tDialCreds:        credsClone,\n\t\tCredsBundle:      cc.dopts.copts.CredsBundle,\n\t\tDialer:           cc.dopts.copts.Dialer,\n\t\tChannelzParentID: cc.channelzID,\n\t\tTarget:           cc.parsedTarget,\n\t}\n\n\t// Build the resolver.\n\trWrapper, err := newCCResolverWrapper(cc)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to build resolver: %v\", err)\n\t}\n\n\tcc.mu.Lock()\n\tcc.resolverWrapper = rWrapper\n\tcc.mu.Unlock()\n\t// A blocking dial blocks until the clientConn is ready.\n\tif cc.dopts.block {\n\t\tfor {\n\t\t\ts := cc.GetState()\n\t\t\tif s == connectivity.Ready {\n\t\t\t\tbreak\n\t\t\t} else if cc.dopts.copts.FailOnNonTempDialError \u0026\u0026 s == connectivity.TransientFailure {\n\t\t\t\tif err = cc.blockingpicker.connectionError(); err != nil {\n\t\t\t\t\tterr, ok := err.(interface {\n\t\t\t\t\t\tTemporary() bool\n\t\t\t\t\t})\n\t\t\t\t\tif ok \u0026\u0026 !terr.Temporary() {\n\t\t\t\t\t\treturn nil, err\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t}\n\t\t\tif !cc.WaitForStateChange(ctx, s) {\n\t\t\t\t// ctx got timeout or canceled.\n\t\t\t\treturn nil, ctx.Err()\n\t\t\t}\n\t\t}\n\t}\n\n\treturn cc, nil\n",
        "file": "clientconn.go",
        "symbol": "DialContext"
      },
      "tool": "semantic_replace_body"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "clientconn.go",
        "source": "var emptyServiceConfig *ServiceConfig"
      },
      "tool": "semantic_insert_decl"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "clientconn.go",
        "source": "func (cc *ClientConn) maybeApplyDefaultServiceConfig(addrs []resolver.Address) {\n\tif cc.sc != nil {\n\t\tcc.applyServiceConfigAndBalancer(cc.sc, addrs)\n\t\treturn\n\t}\n\tif cc.dopts.defaultServiceConfig != nil {\n\t\tcc.applyServiceConfigAndBalancer(cc.dopts.defaultServiceConfig, addrs)\n\t} else {\n\t\tcc.applyServiceConfigAndBalancer(emptyServiceConfig, addrs)\n\t}\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "clientconn.go",
        "kind": "method",
        "source": "func (cc *ClientConn) updateResolverState(s resolver.State, err error) error {\n\tdefer cc.firstResolveEvent.Fire()\n\tcc.mu.Lock()\n\t// Check if the ClientConn is already closed. Some fields (e.g.\n\t// balancerWrapper) are set to nil when closing the ClientConn, and could\n\t// cause nil pointer panic if we don't have this check.\n\tif cc.conns == nil {\n\t\tcc.mu.Unlock()\n\t\treturn nil\n\t}\n\n\tif err != nil {\n\t\t// May need to apply the initial service config in case the resolver\n\t\t// doesn't support service configs, or doesn't provide a service config\n\t\t// with the new addresses.\n\t\tcc.maybeApplyDefaultServiceConfig(nil)\n\n\t\tif cc.balancerWrapper != nil {\n\t\t\tcc.balancerWrapper.resolverError(err)\n\t\t}\n\n\t\t// No addresses are valid with err set; return early.\n\t\tcc.mu.Unlock()\n\t\treturn balancer.ErrBadResolverState\n\t}\n\n\tvar ret error\n\tif cc.dopts.disableServiceConfig || s.ServiceConfig == nil {\n\t\tcc.maybeApplyDefaultServiceConfig(s.Addresses)\n\t\t// TODO: do we need to apply a failing LB policy if there is no\n\t\t// default, per the error handling design?\n\t} else {\n\t\tif sc, ok := s.ServiceConfig.Config.(*ServiceConfig); s.ServiceConfig.Err == nil \u0026\u0026 ok {\n\t\t\tcc.applyServiceConfigAndBalancer(sc, s.Addresses)\n\t\t} else {\n\t\t\tret = balancer.ErrBadResolverState\n\t\t\tif cc.balancerWrapper == nil {\n\t\t\t\tvar err error\n\t\t\t\tif s.ServiceConfig.Err != nil {\n\t\t\t\t\terr = status.Errorf(codes.Unavailable, \"error parsing service config: %v\", s.ServiceConfig.Err)\n\t\t\t\t} else {\n\t\t\t\t\terr = status.Errorf(codes.Unavailable, \"illegal service config type: %T\", s.ServiceConfig.Config)\n\t\t\t\t}\n\t\t\t\tcc.blockingpicker.updatePicker(base.NewErrPicker(err))\n\t\t\t\tcc.csMgr.updateState(connectivity.TransientFailure)\n\t\t\t\tcc.mu.Unlock()\n\t\t\t\treturn ret\n\t\t\t}\n\t\t}\n\t}\n\n\tvar balCfg serviceconfig.LoadBalancingConfig\n\tif cc.dopts.balancerBuilder == nil \u0026\u0026 cc.sc != nil \u0026\u0026 cc.sc.lbConfig != nil {\n\t\tbalCfg = cc.sc.lbConfig.cfg\n\t}\n\n\tcbn := cc.curBalancerName\n\tbw := cc.balancerWrapper\n\tcc.mu.Unlock()\n\tif cbn != grpclbName {\n\t\t// Filter any grpclb addresses since we don't have the grpclb balancer.\n\t\tfor i := 0; i \u003c len(s.Addresses); {\n\t\t\tif s.Addresses[i].Type == resolver.GRPCLB {\n\t\t\t\tcopy(s.Addresses[i:], s.Addresses[i+1:])\n\t\t\t\ts.Addresses = s.Addresses[:len(s.Addresses)-1]\n\t\t\t\tcontinue\n\t\t\t}\n\t\t\ti++\n\t\t}\n\t}\n\tuccsErr := bw.updateClientConnState(\u0026balancer.ClientConnState{ResolverState: s, BalancerConfig: balCfg})\n\tif ret == nil {\n\t\tret = uccsErr // prefer ErrBadResolver state since any other error is\n\t\t// currently meaningless to the caller.\n\t}\n\treturn ret\n}",
        "symbol": "ClientConn.updateResolverState"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "clientconn.go",
        "source": "func (cc *ClientConn) applyServiceConfigAndBalancer(sc *ServiceConfig, addrs []resolver.Address) {\n\tif sc == nil {\n\t\t// should never reach here.\n\t\treturn\n\t}\n\tcc.sc = sc\n\n\tif cc.sc.retryThrottling != nil {\n\t\tnewThrottler := \u0026retryThrottler{\n\t\t\ttokens: cc.sc.retryThrottling.MaxTokens,\n\t\t\tmax:    cc.sc.retryThrottling.MaxTokens,\n\t\t\tthresh: cc.sc.retryThrottling.MaxTokens / 2,\n\t\t\tratio:  cc.sc.retryThrottling.TokenRatio,\n\t\t}\n\t\tcc.retryThrottler.Store(newThrottler)\n\t} else {\n\t\tcc.retryThrottler.Store((*retryThrottler)(nil))\n\t}\n\n\tif cc.dopts.balancerBuilder == nil {\n\t\t// Only look at balancer types and switch balancer if balancer dial\n\t\t// option is not set.\n\t\tvar newBalancerName string\n\t\tif cc.sc != nil \u0026\u0026 cc.sc.lbConfig != nil {\n\t\t\tnewBalancerName = cc.sc.lbConfig.name\n\t\t} else {\n\t\t\tvar isGRPCLB bool\n\t\t\tfor _, a := range addrs {\n\t\t\t\tif a.Type == resolver.GRPCLB {\n\t\t\t\t\tisGRPCLB = true\n\t\t\t\t\tbreak\n\t\t\t\t}\n\t\t\t}\n\t\t\tif isGRPCLB {\n\t\t\t\tnewBalancerName = grpclbName\n\t\t\t} else if cc.sc != nil \u0026\u0026 cc.sc.LB != nil {\n\t\t\t\tnewBalancerName = *cc.sc.LB\n\t\t\t} else {\n\t\t\t\tnewBalancerName = PickFirstBalancerName\n\t\t\t}\n\t\t}\n\t\tcc.switchBalancer(newBalancerName)\n\t} else if cc.balancerWrapper == nil {\n\t\t// Balancer dial option was set, and this is the first time handling\n\t\t// resolved addresses. Build a balancer with dopts.balancerBuilder.\n\t\tcc.curBalancerName = cc.dopts.balancerBuilder.Name()\n\t\tcc.balancerWrapper = newCCBalancerWrapper(cc, cc.dopts.balancerBuilder, cc.balancerBuildOpts)\n\t}\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "clientconn.go",
        "kind": "method",
        "symbol": "ClientConn.applyServiceConfig"
      },
      "tool": "semantic_remove_construct"
    },
    {
      "params": {
        "add": [
          "google.golang.org/grpc/balancer/base"
        ],
        "file": "clientconn.go",
        "remove": []
      },
      "tool": "semantic_organize_imports"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "internal/internal.go",
        "source": "// ParseServiceConfigForTesting is for creating a fake\n\t// ClientConn for resolver testing only\n\tvar // ParseServiceConfigForTesting is for creating a fake\n// ClientConn for resolver testing only\nParseServiceConfigForTesting interface{} // func(string) *serviceconfig.ParseResult\n"
      },
      "tool": "semantic_insert_decl"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "internal/internal.go",
        "kind": "var",
        "symbol": "ParseServiceConfig"
      },
      "tool": "semantic_remove_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "body": "\n\treturn \u0026Resolver{\n\t\tResolveNowCallback: func(resolver.ResolveNowOption) {},\n\t\tscheme:             scheme,\n\t}\n",
        "file": "resolver/manual/manual.go",
        "symbol": "NewBuilderWithScheme"
      },
      "tool": "semantic_replace_body"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "resolver/manual/manual.go",
        "kind": "type",
        "source": "// Resolver is also a resolver builder.\n// It's build() function always returns itself.\ntype Resolver struct {\n\t// ResolveNowCallback is called when the ResolveNow method is called on the\n\t// resolver.  Must not be nil.  Must not be changed after the resolver may\n\t// be built.\n\tResolveNowCallback func(resolver.ResolveNowOption)\n\tscheme             string\n\n\t// Fields actually belong to the resolver.\n\tCC             resolver.ClientConn\n\tbootstrapState *resolver.State\n}",
        "symbol": "Resolver"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "body": "\n\tr.CC = cc\n\tif r.bootstrapState != nil {\n\t\tr.UpdateState(*r.bootstrapState)\n\t}\n\treturn r, nil\n",
        "file": "resolver/manual/manual.go",
        "symbol": "Resolver.Build"
      },
      "tool": "semantic_replace_body"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "resolver/manual/manual.go",
        "kind": "method",
        "source": "// ResolveNow is a noop for Resolver.\nfunc (r *Resolver) ResolveNow(o resolver.ResolveNowOption) {\n\tr.ResolveNowCallback(o)\n}",
        "symbol": "Resolver.ResolveNow"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "resolver/manual/manual.go",
        "kind": "method",
        "source": "// UpdateState calls CC.UpdateState.\nfunc (r *Resolver) UpdateState(s resolver.State) {\n\tr.CC.UpdateState(s)\n}",
        "symbol": "Resolver.UpdateState"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "resolver/resolver.go",
        "kind": "type",
        "source": "// State contains the current Resolver state relevant to the ClientConn.\ntype State struct {\n\t// Addresses is the latest set of resolved addresses for the target.\n\tAddresses []Address\n\n\t// ServiceConfig contains the result from parsing the latest service\n\t// config.  If it is nil, it indicates no service config is present or the\n\t// resolver does not provide service configs.\n\tServiceConfig *serviceconfig.ParseResult\n}",
        "symbol": "State"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "resolver/resolver.go",
        "kind": "type",
        "source": "// ClientConn contains the callbacks for resolver to notify any updates\n// to the gRPC ClientConn.\n//\n// This interface is to be implemented by gRPC. Users should not need a\n// brand new implementation of this interface. For the situations like\n// testing, the new implementation should embed this interface. This allows\n// gRPC to add new methods to this interface.\ntype ClientConn interface {\n\t// UpdateState updates the state of the ClientConn appropriately.\n\tUpdateState(State)\n\t// ReportError notifies the ClientConn that the Resolver encountered an\n\t// error.  The ClientConn will notify the load balancer and begin calling\n\t// ResolveNow on the Resolver with exponential backoff.\n\tReportError(error)\n\t// NewAddress is called by resolver to notify ClientConn a new list\n\t// of resolved addresses.\n\t// The address list should be the complete list of resolved addresses.\n\t//\n\t// Deprecated: Use UpdateState instead.\n\tNewAddress(addresses []Address)\n\t// NewServiceConfig is called by resolver to notify ClientConn a new\n\t// service config. The service config should be provided as a json string.\n\t//\n\t// Deprecated: Use UpdateState instead.\n\tNewServiceConfig(serviceConfig string)\n\t// ParseServiceConfig parses the provided service config and returns an\n\t// object that provides the parsed config.\n\tParseServiceConfig(serviceConfigJSON string) *serviceconfig.ParseResult\n}",
        "symbol": "ClientConn"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "resolver_conn_wrapper.go",
        "kind": "type",
        "source": "// ccResolverWrapper is a wrapper on top of cc for resolvers.\n// It implements resolver.ClientConnection interface.\ntype ccResolverWrapper struct {\n\tcc       *ClientConn\n\tresolver resolver.Resolver\n\tdone     *grpcsync.Event\n\tcurState resolver.State\n\n\tmu      sync.Mutex // protects polling\n\tpolling chan struct{}\n}",
        "symbol": "ccResolverWrapper"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "body": "\n\trb := cc.dopts.resolverBuilder\n\tif rb == nil {\n\t\treturn nil, fmt.Errorf(\"could not get resolver for scheme: %q\", cc.parsedTarget.Scheme)\n\t}\n\n\tccr := \u0026ccResolverWrapper{\n\t\tcc:   cc,\n\t\tdone: grpcsync.NewEvent(),\n\t}\n\n\tvar err error\n\tccr.resolver, err = rb.Build(cc.parsedTarget, ccr, resolver.BuildOption{DisableServiceConfig: cc.dopts.disableServiceConfig})\n\tif err != nil {\n\t\treturn nil, err\n\t}\n\treturn ccr, nil\n",
        "file": "resolver_conn_wrapper.go",
        "symbol": "newCCResolverWrapper"
      },
      "tool": "semantic_replace_body"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "body": "\n\tccr.mu.Lock()\n\tif !ccr.done.HasFired() {\n\t\tccr.resolver.ResolveNow(o)\n\t}\n\tccr.mu.Unlock()\n",
        "file": "resolver_conn_wrapper.go",
        "symbol": "ccResolverWrapper.resolveNow"
      },
      "tool": "semantic_replace_body"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "body": "\n\tccr.mu.Lock()\n\tccr.resolver.Close()\n\tccr.done.Fire()\n\tccr.mu.Unlock()\n",
        "file": "resolver_conn_wrapper.go",
        "symbol": "ccResolverWrapper.close"
      },
      "tool": "semantic_replace_body"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "resolver_conn_wrapper.go",
        "source": "var resolverBackoff = internalbackoff.Exponential{Config: backoff.Config{MaxDelay: 2 * time.Minute}}.Backoff"
      },
      "tool": "semantic_insert_decl"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "resolver_conn_wrapper.go",
        "source": "// poll begins or ends asynchronous polling of the resolver based on whether\n// err is ErrBadResolverState.\nfunc (ccr *ccResolverWrapper) poll(err error) {\n\tccr.mu.Lock()\n\tdefer ccr.mu.Unlock()\n\tif err != balancer.ErrBadResolverState {\n\t\t// stop polling\n\t\tif ccr.polling != nil {\n\t\t\tclose(ccr.polling)\n\t\t\tccr.polling = nil\n\t\t}\n\t\treturn\n\t}\n\tif ccr.polling != nil {\n\t\t// already polling\n\t\treturn\n\t}\n\tp := make(chan struct{})\n\tccr.polling = p\n\tgo func() {\n\t\tfor i := 0; ; i++ {\n\t\t\tccr.resolveNow(resolver.ResolveNowOption{})\n\t\t\tt := time.NewTimer(resolverBackoff(i))\n\t\t\tselect {\n\t\t\tcase \u003c-p:\n\t\t\t\tt.Stop()\n\t\t\t\treturn\n\t\t\tcase \u003c-ccr.done.Done():\n\t\t\t\t// Resolver has been closed.\n\t\t\t\tt.Stop()\n\t\t\t\treturn\n\t\t\tcase \u003c-t.C:\n\t\t\t\tselect {\n\t\t\t\tcase \u003c-p:\n\t\t\t\t\treturn\n\t\t\t\tdefault:\n\t\t\t\t}\n\t\t\t\t// Timer expired; re-resolve.\n\t\t\t}\n\t\t}\n\t}()\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "body": "\n\tif ccr.done.HasFired() {\n\t\treturn\n\t}\n\tgrpclog.Infof(\"ccResolverWrapper: sending update to cc: %v\", s)\n\tif channelz.IsOn() {\n\t\tccr.addChannelzTraceEvent(s)\n\t}\n\tccr.curState = s\n\tccr.poll(ccr.cc.updateResolverState(ccr.curState, nil))\n",
        "file": "resolver_conn_wrapper.go",
        "symbol": "ccResolverWrapper.UpdateState"
      },
      "tool": "semantic_replace_body"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "resolver_conn_wrapper.go",
        "source": "func (ccr *ccResolverWrapper) ReportError(err error) {\n\tif ccr.done.HasFired() {\n\t\treturn\n\t}\n\tgrpclog.Warningf(\"ccResolverWrapper: reporting error to cc: %v\", err)\n\tif channelz.IsOn() {\n\t\tchannelz.AddTraceEvent(ccr.cc.channelzID, \u0026channelz.TraceEventDesc{\n\t\t\tDesc:     fmt.Sprintf(\"Resolver reported error: %v\", err),\n\t\t\tSeverity: channelz.CtWarning,\n\t\t})\n\t}\n\tccr.poll(ccr.cc.updateResolverState(resolver.State{}, err))\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "body": "\n\tif ccr.done.HasFired() {\n\t\treturn\n\t}\n\tgrpclog.Infof(\"ccResolverWrapper: sending new addresses to cc: %v\", addrs)\n\tif channelz.IsOn() {\n\t\tccr.addChannelzTraceEvent(resolver.State{Addresses: addrs, ServiceConfig: ccr.curState.ServiceConfig})\n\t}\n\tccr.curState.Addresses = addrs\n\tccr.poll(ccr.cc.updateResolverState(ccr.curState, nil))\n",
        "file": "resolver_conn_wrapper.go",
        "symbol": "ccResolverWrapper.NewAddress"
      },
      "tool": "semantic_replace_body"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "body": "\n\tif ccr.done.HasFired() {\n\t\treturn\n\t}\n\tgrpclog.Infof(\"ccResolverWrapper: got new service config: %v\", sc)\n\tscpr := parseServiceConfig(sc)\n\tif scpr.Err != nil {\n\t\tgrpclog.Warningf(\"ccResolverWrapper: error parsing service config: %v\", scpr.Err)\n\t\tif channelz.IsOn() {\n\t\t\tchannelz.AddTraceEvent(ccr.cc.channelzID, \u0026channelz.TraceEventDesc{\n\t\t\t\tDesc:     fmt.Sprintf(\"Error parsing service config: %v\", scpr.Err),\n\t\t\t\tSeverity: channelz.CtWarning,\n\t\t\t})\n\t\t}\n\t\tccr.poll(balancer.ErrBadResolverState)\n\t\treturn\n\t}\n\tif channelz.IsOn() {\n\t\tccr.addChannelzTraceEvent(resolver.State{Addresses: ccr.curState.Addresses, ServiceConfig: scpr})\n\t}\n\tccr.curState.ServiceConfig = scpr\n\tccr.poll(ccr.cc.updateResolverState(ccr.curState, nil))\n",
        "file": "resolver_conn_wrapper.go",
        "symbol": "ccResolverWrapper.NewServiceConfig"
      },
      "tool": "semantic_replace_body"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "resolver_conn_wrapper.go",
        "source": "func (ccr *ccResolverWrapper) ParseServiceConfig(scJSON string) *serviceconfig.ParseResult {\n\treturn parseServiceConfig(scJSON)\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "body": "\n\tvar updates []string\n\tvar oldSC, newSC *ServiceConfig\n\tvar oldOK, newOK bool\n\tif ccr.curState.ServiceConfig != nil {\n\t\toldSC, oldOK = ccr.curState.ServiceConfig.Config.(*ServiceConfig)\n\t}\n\tif s.ServiceConfig != nil {\n\t\tnewSC, newOK = s.ServiceConfig.Config.(*ServiceConfig)\n\t}\n\tif oldOK != newOK || (oldOK \u0026\u0026 newOK \u0026\u0026 oldSC.rawJSONString != newSC.rawJSONString) {\n\t\tupdates = append(updates, \"service config updated\")\n\t}\n\tif len(ccr.curState.Addresses) \u003e 0 \u0026\u0026 len(s.Addresses) == 0 {\n\t\tupdates = append(updates, \"resolver returned an empty address list\")\n\t} else if len(ccr.curState.Addresses) == 0 \u0026\u0026 len(s.Addresses) \u003e 0 {\n\t\tupdates = append(updates, \"resolver returned new addresses\")\n\t}\n\tchannelz.AddTraceEvent(ccr.cc.channelzID, \u0026channelz.TraceEventDesc{\n\t\tDesc:     fmt.Sprintf(\"Resolver state updated: %+v (%v)\", s, strings.Join(updates, \"; \")),\n\t\tSeverity: channelz.CtINFO,\n\t})\n",
        "file": "resolver_conn_wrapper.go",
        "symbol": "ccResolverWrapper.addChannelzTraceEvent"
      },
      "tool": "semantic_replace_body"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "resolver_conn_wrapper.go",
        "kind": "method",
        "symbol": "ccResolverWrapper.isDone"
      },
      "tool": "semantic_remove_construct"
    },
    {
      "params": {
        "add": [
          "sync",
          "time",
          "google.golang.org/grpc/backoff",
          "google.golang.org/grpc/balancer",
          "google.golang.org/grpc/internal/grpcsync",
          "google.golang.org/grpc/serviceconfig",
          "internalbackoff google.golang.org/grpc/internal/backoff"
        ],
        "file": "resolver_conn_wrapper.go",
        "remove": [
          "sync/atomic"
        ]
      },
      "tool": "semantic_organize_imports"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "body": "\n\tinternal.ParseServiceConfigForTesting = parseServiceConfig\n\n\n\tcfg := parseServiceConfig(\"{}\")\n\tif cfg.Err != nil {\n\t\tpanic(fmt.Sprintf(\"impossible error parsing empty service config: %v\", cfg.Err))\n\t}\n\temptyServiceConfig = cfg.Config.(*ServiceConfig)\n",
        "file": "service_config.go",
        "symbol": "init"
      },
      "tool": "semantic_replace_body"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "service_config.go",
        "kind": "function",
        "source": "func parseServiceConfig(js string) *serviceconfig.ParseResult {\n\tif len(js) == 0 {\n\t\treturn \u0026serviceconfig.ParseResult{Err: fmt.Errorf(\"no JSON service config provided\")}\n\t}\n\tvar rsc jsonSC\n\terr := json.Unmarshal([]byte(js), \u0026rsc)\n\tif err != nil {\n\t\tgrpclog.Warningf(\"grpc: parseServiceConfig error unmarshaling %s due to %v\", js, err)\n\t\treturn \u0026serviceconfig.ParseResult{Err: err}\n\t}\n\tsc := ServiceConfig{\n\t\tLB:                rsc.LoadBalancingPolicy,\n\t\tMethods:           make(map[string]MethodConfig),\n\t\tretryThrottling:   rsc.RetryThrottling,\n\t\thealthCheckConfig: rsc.HealthCheckConfig,\n\t\trawJSONString:     js,\n\t}\n\tif rsc.LoadBalancingConfig != nil {\n\t\tfor i, lbcfg := range *rsc.LoadBalancingConfig {\n\t\t\tif len(lbcfg) != 1 {\n\t\t\t\terr := fmt.Errorf(\"invalid loadBalancingConfig: entry %v does not contain exactly 1 policy/config pair: %q\", i, lbcfg)\n\t\t\t\tgrpclog.Warningf(err.Error())\n\t\t\t\treturn \u0026serviceconfig.ParseResult{Err: err}\n\t\t\t}\n\t\t\tvar name string\n\t\t\tvar jsonCfg json.RawMessage\n\t\t\tfor name, jsonCfg = range lbcfg {\n\t\t\t}\n\t\t\tbuilder := balancer.Get(name)\n\t\t\tif builder == nil {\n\t\t\t\tcontinue\n\t\t\t}\n\t\t\tsc.lbConfig = \u0026lbConfig{name: name}\n\t\t\tif parser, ok := builder.(balancer.ConfigParser); ok {\n\t\t\t\tvar err error\n\t\t\t\tsc.lbConfig.cfg, err = parser.ParseConfig(jsonCfg)\n\t\t\t\tif err != nil {\n\t\t\t\t\treturn \u0026serviceconfig.ParseResult{Err: fmt.Errorf(\"error parsing loadBalancingConfig for policy %q: %v\", name, err)}\n\t\t\t\t}\n\t\t\t} else if string(jsonCfg) != \"{}\" {\n\t\t\t\tgrpclog.Warningf(\"non-empty balancer configuration %q, but balancer does not implement ParseConfig\", string(jsonCfg))\n\t\t\t}\n\t\t\tbreak\n\t\t}\n\t\tif sc.lbConfig == nil {\n\t\t\t// We had a loadBalancingConfig field but did not encounter a\n\t\t\t// supported policy.  The config is considered invalid in this\n\t\t\t// case.\n\t\t\terr := fmt.Errorf(\"invalid loadBalancingConfig: no supported policies found\")\n\t\t\tgrpclog.Warningf(err.Error())\n\t\t\treturn \u0026serviceconfig.ParseResult{Err: err}\n\t\t}\n\t}\n\n\tif rsc.MethodConfig == nil {\n\t\treturn \u0026serviceconfig.ParseResult{Config: \u0026sc}\n\t}\n\tfor _, m := range *rsc.MethodConfig {\n\t\tif m.Name == nil {\n\t\t\tcontinue\n\t\t}\n\t\td, err := parseDuration(m.Timeout)\n\t\tif err != nil {\n\t\t\tgrpclog.Warningf(\"grpc: parseServiceConfig error unmarshaling %s due to %v\", js, err)\n\t\t\treturn \u0026serviceconfig.ParseResult{Err: err}\n\t\t}\n\n\t\tmc := MethodConfig{\n\t\t\tWaitForReady: m.WaitForReady,\n\t\t\tTimeout:      d,\n\t\t}\n\t\tif mc.retryPolicy, err = convertRetryPolicy(m.RetryPolicy); err != nil {\n\t\t\tgrpclog.Warningf(\"grpc: parseServiceConfig error unmarshaling %s due to %v\", js, err)\n\t\t\treturn \u0026serviceconfig.ParseResult{Err: err}\n\t\t}\n\t\tif m.MaxRequestMessageBytes != nil {\n\t\t\tif *m.MaxRequestMessageBytes \u003e int64(maxInt) {\n\t\t\t\tmc.MaxReqSize = newInt(maxInt)\n\t\t\t} else {\n\t\t\t\tmc.MaxReqSize = newInt(int(*m.MaxRequestMessageBytes))\n\t\t\t}\n\t\t}\n\t\tif m.MaxResponseMessageBytes != nil {\n\t\t\tif *m.MaxResponseMessageBytes \u003e int64(maxInt) {\n\t\t\t\tmc.MaxRespSize = newInt(maxInt)\n\t\t\t} else {\n\t\t\t\tmc.MaxRespSize = newInt(int(*m.MaxResponseMessageBytes))\n\t\t\t}\n\t\t}\n\t\tfor _, n := range *m.Name {\n\t\t\tif path, valid := n.generatePath(); valid {\n\t\t\t\tsc.Methods[path] = mc\n\t\t\t}\n\t\t}\n\t}\n\n\tif sc.retryThrottling != nil {\n\t\tif mt := sc.retryThrottling.MaxTokens; mt \u003c= 0 || mt \u003e 1000 {\n\t\t\treturn \u0026serviceconfig.ParseResult{Err: fmt.Errorf(\"invalid retry throttling config: maxTokens (%v) out of range (0, 1000]\", mt)}\n\t\t}\n\t\tif tr := sc.retryThrottling.TokenRatio; tr \u003c= 0 {\n\t\t\treturn \u0026serviceconfig.ParseResult{Err: fmt.Errorf(\"invalid retry throttling config: tokenRatio (%v) may not be negative\", tr)}\n\t\t}\n\t}\n\treturn \u0026serviceconfig.ParseResult{Config: \u0026sc}\n}",
        "symbol": "parseServiceConfig"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "serviceconfig/serviceconfig.go",
        "kind": "type",
        "source": "// Config represents an opaque data structure holding a service config.\ntype Config interface {\n\tisServiceConfig()\n}",
        "symbol": "Config"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "serviceconfig/serviceconfig.go",
        "kind": "type",
        "source": "// LoadBalancingConfig represents an opaque data structure holding a load\n// balancing config.\ntype LoadBalancingConfig interface {\n\tisLoadBalancingConfig()\n}",
        "symbol": "LoadBalancingConfig"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "serviceconfig/serviceconfig.go",
        "source": "// ParseResult contains a service config or an error.  Exactly one must be\n// non-nil.\ntype ParseResult struct {\n\tConfig Config\n\tErr    error\n}"
      },
      "tool": "semantic_insert_type"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "serviceconfig/serviceconfig.go",
        "kind": "function",
        "symbol": "Parse"
      },
      "tool": "semantic_remove_construct"
    },
    {
      "params": {
        "add": [],
        "file": "serviceconfig/serviceconfig.go",
        "remove": [
          "google.golang.org/grpc/internal"
        ]
      },
      "tool": "semantic_organize_imports"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "xds/internal/balancer/xds.go",
        "source": "var _ balancer.V2Balancer = (*xdsBalancer)(nil) // Assert that we implement V2Balancer\n"
      },
      "tool": "semantic_insert_decl"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "xds/internal/balancer/xds.go",
        "source": "func (x *xdsBalancer) ResolverError(error) {\n\t// Ignore for now\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "xds/internal/balancer/xds.go",
        "kind": "method",
        "source": "func (x *xdsBalancer) UpdateClientConnState(s balancer.ClientConnState) error {\n\tselect {\n\tcase x.grpcUpdate \u003c- \u0026s:\n\tcase \u003c-x.ctx.Done():\n\t}\n\treturn nil\n}",
        "symbol": "xdsBalancer.UpdateClientConnState"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "body": "\n\t// The xds balancer must have been registered at this point for the service\n\t// config to be parsed properly.\n\tscpr := cc.ParseServiceConfig(jsonSC)\n\n\tif scpr.Err != nil {\n\t\tpanic(fmt.Sprintf(\"error parsing service config %q: %v\", jsonSC, scpr.Err))\n\t}\n\n\t// We return a resolver which bacically does nothing. The hard-coded service\n\t// config returned here picks the xds balancer.\n\tcc.UpdateState(resolver.State{ServiceConfig: scpr})\n\treturn \u0026xdsResolver{}, nil\n",
        "file": "xds/internal/resolver/xds_resolver.go",
        "symbol": "xdsBuilder.Build"
      },
      "tool": "semantic_replace_body"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "xds/internal/resolver/xds_resolver.go",
        "kind": "var",
        "symbol": "parseOnce"
      },
      "tool": "semantic_remove_construct"
    },
    {
      "params": {
        "auto_organize_imports": false,
        "file": "xds/internal/resolver/xds_resolver.go",
        "kind": "var",
        "symbol": "parsedSC"
      },
      "tool": "semantic_remove_construct"
    },
    {
      "params": {
        "add": [],
        "file": "xds/internal/resolver/xds_resolver.go",
        "remove": [
          "sync",
          "google.golang.org/grpc",
          "google.golang.org/grpc/internal",
          "google.golang.org/grpc/serviceconfig"
        ]
      },
      "tool": "semantic_organize_imports"
    }
  ],
  "trust_workspace": true
}

Semedit integration feedback (agent opinion, excluded from measurements):

Integration feedback unavailable: codex follow-up changed the original workspace, target, or arm

Baseline vs Semedit Explicit in Large Context
#VanillaSemedit MCP
1not publishednot published

Test case: grpc__grpc-go-3361

Target: codex/gpt-6-luna/medium

explicit prompt · prescriptive MCP instructions · write semedit restriction

LocalityContextAmbiguityCompositionInvariantsScaleStaging
Task complexity across locality, context, ambiguity, composition, invariants, edit scale, and staging (1–5).
SettingValue
Test casegrpc__grpc-go-3361
Targetcodex/gpt-6-luna/medium
Prompt variantexplicit
MCP server instructionsprescriptive
Semedit arm restrictionwrite
Run provenanceprovider_transport=codex_app_server_v2
Fixturetestdata/bench/grpc__grpc-go-3361.txtar

Vanilla LLM Prompt:

What version of gRPC are you using?

1.26

What version of Go are you using (go version)?

1.13.4

What operating system (Linux, Windows, …) and version?

Linux / Kubernetes / Docker - various.

What did you do?

When using grpc.WithBalancerName(roundrobin.Name), with a dns:/// Dial target, errors do not trigger re-resolve.

Detail: a client starts with dns:///my-service as a dial target and the round_robin load balancer. my-service DNS returns an IP 192.168.0.19. Due to an operational change, my-service is moved and DNS is updated to return 192.168.0.20. The service stops running on 192.168.0.19, refusing connections.

This is approximately the workflow that would occur when using Kubernetes and a headless service if a pod is replaced. This happens for a variety of reasons, including routine updates and rescheduling.

What did you expect to see?

(a) Upon receiving a connection refused, DNS should be re-queried for an updated endpoint list (b) Without receiving an error from an existing endpoint, the load balancer should be repopulated occasionally with the latest records in DNS as endpoint sets change

This was the behavior previous to 1.26. By rolling code back to grpc 1.25.1, we were able to restore this behavior.
https://github.com/grpc/grpc-go/pull/3165 is likely the culprit.

What did you see instead?

(a) Endpoint list is never re-queried and the client simply throws a persistent error:

rpc error: code = Unavailable desc = connection error: desc = "transport: Error while dialing dial tcp 10.1.5.253:443: connect: connection refused"

(b) Since every subsequent request fails, the endpoint list does not seem to getting updated with new records in DNS at all.

Additional

I recognize the API around DNS and load balancing may have changed recently (and are evolving) but I’m not seeing any clear indication of how to retain the expected behavior.

MetricVanilla (Small)Semedit Explicit (Small)Δ (Small)Vanilla (Large)MCP (Large)Δ (Large)
Wall-Clock Latency—85.13s————
Process Start → First Event—0.06s————
First Event → First Tool Call—15.79s————
MCP Initialize → First Semantic Call——————
MCP Server Start → Initialize——————
Top-Level User Turns—1————
Internal Tool Cycles—1————
Initial Load / Discovery Turns—0————
MCP Discovery / Schema Turns—0————
Tool Invocations (per run)—1————
Output Tokens—2043————
Reasoning / Thinking Tokens—18————
Total Input Tokens—73659————
Cached Input Tokens—32000————
Uncached Input Tokens—41659————
Cost—0.1379————
Cached vs Uncached Token Ratio—0.77:1————
Oracle L1: Mutation Policy—PASS————
Oracle L2: AST Invariants—PASS————
Oracle L3: Clean Build—PASS————
Oracle L4: Verification Test—PASS————
Semantic Tool Invocation Verified (per run)—PASS————
Baseline vs Semedit Explicit in Small Context
#VanillaSemedit MCP
1not publishedsemedit/semantic_batch (✓ ✓)
{
  "auto_organize_imports": true,
  "edits": [
    {
      "params": {
        "file": "balancer.go",
        "in_type": "baseBalancer",
        "kind": "field",
        "placement": "type_end",
        "source": "resolverErr error // the last error reported by the resolver; cleared on successful resolution"
      },
      "tool": "semantic_insert_construct"
    },
    {
      "params": {
        "file": "balancer.go",
        "in_type": "baseBalancer",
        "kind": "field",
        "placement": "type_end",
        "source": "connErr error // the last connection error; cleared upon leaving TransientFailure"
      },
      "tool": "semantic_insert_construct"
    },
    {
      "params": {
        "file": "balancer.go",
        "kind": "method",
        "source": "// mergeErrors builds an error from the last connection error and the last\n// resolver error.  Must only be called if b.state is TransientFailure.\nfunc (b *baseBalancer) mergeErrors() error {\n\t// connErr must always be non-nil unless there are no SubConns, in which\n\t// case resolverErr must be non-nil.\n\tif b.connErr == nil {\n\t\treturn fmt.Errorf(\"last resolver error: %v\", b.resolverErr)\n\t}\n\tif b.resolverErr == nil {\n\t\treturn fmt.Errorf(\"last connection error: %v\", b.connErr)\n\t}\n\treturn fmt.Errorf(\"last connection error: %v; last resolver error: %v\", b.connErr, b.resolverErr)\n}"
      },
      "tool": "semantic_insert_construct"
    },
    {
      "params": {
        "body": "b.resolverErr = err\nif len(b.subConns) == 0 {\n\tb.state = connectivity.TransientFailure\n}\nif b.state != connectivity.TransientFailure {\n\t// The picker will not change since the balancer does not currently\n\t// report an error.\n\treturn\n}\nb.regeneratePicker()\nif b.picker != nil {\n\tb.cc.UpdateBalancerState(b.state, b.picker)\n} else {\n\tb.cc.UpdateState(balancer.State{\n\t\tConnectivityState: b.state,\n\t\tPicker:            b.v2Picker,\n\t})\n}",
        "file": "balancer.go",
        "symbol": "baseBalancer.ResolverError"
      },
      "tool": "semantic_replace_body"
    },
    {
      "params": {
        "body": "// TODO: handle s.ResolverState.Err (log if not nil) once implemented.\n// TODO: handle s.ResolverState.ServiceConfig?\nif grpclog.V(2) {\n\tgrpclog.Infoln(\"base.baseBalancer: got new ClientConn state: \", s)\n}\nif len(s.ResolverState.Addresses) == 0 {\n\tb.ResolverError(errors.New(\"produced zero addresses\"))\n\treturn balancer.ErrBadResolverState\n}\n// Successful resolution; clear resolver error and ensure we return nil.\nb.resolverErr = nil\n// addrsSet is the set converted from addrs, it's used for quick lookup of an address.\naddrsSet := make(map[resolver.Address]struct{})\nfor _, a := range s.ResolverState.Addresses {\n\taddrsSet[a] = struct{}{}\n\tif _, ok := b.subConns[a]; !ok {\n\t\t// a is a new address (not existing in b.subConns).\n\t\tsc, err := b.cc.NewSubConn([]resolver.Address{a}, balancer.NewSubConnOptions{HealthCheckEnabled: b.config.HealthCheck})\n\t\tif err != nil {\n\t\t\tgrpclog.Warningf(\"base.baseBalancer: failed to create new SubConn: %v\", err)\n\t\t\tcontinue\n\t\t}\n\t\tb.subConns[a] = sc\n\t\tb.scStates[sc] = connectivity.Idle\n\t\tsc.Connect()\n\t}\n}\nfor a, sc := range b.subConns {\n\t// a was removed by resolver.\n\tif _, ok := addrsSet[a]; !ok {\n\t\tb.cc.RemoveSubConn(sc)\n\t\tdelete(b.subConns, a)\n\t\t// Keep the state of this sc in b.scStates until sc's state becomes Shutdown.\n\t\t// The entry will be deleted in HandleSubConnStateChange.\n\t}\n}\nreturn nil",
        "file": "balancer.go",
        "symbol": "baseBalancer.UpdateClientConnState"
      },
      "tool": "semantic_replace_body"
    },
    {
      "params": {
        "file": "balancer.go",
        "kind": "method",
        "source": "// regeneratePicker takes a snapshot of the balancer, and generates a picker\n// from it. The picker is\n//  - errPicker if the balancer is in TransientFailure,\n//  - built by the pickerBuilder with all READY SubConns otherwise.\nfunc (b *baseBalancer) regeneratePicker() {\n\tif b.state == connectivity.TransientFailure {\n\t\tif b.pickerBuilder != nil {\n\t\t\tb.picker = NewErrPicker(balancer.ErrTransientFailure)\n\t\t} else {\n\t\t\tb.v2Picker = NewErrPickerV2(balancer.TransientFailureError(b.mergeErrors()))\n\t\t}\n\t\treturn\n\t}\n\tif b.pickerBuilder != nil {\n\t\treadySCs := make(map[resolver.Address]balancer.SubConn)\n\n\t\t// Filter out all ready SCs from full subConn map.\n\t\tfor addr, sc := range b.subConns {\n\t\t\tif st, ok := b.scStates[sc]; ok \u0026\u0026 st == connectivity.Ready {\n\t\t\t\treadySCs[addr] = sc\n\t\t\t}\n\t\t}\n\t\tb.picker = b.pickerBuilder.Build(readySCs)\n\t} else {\n\t\treadySCs := make(map[balancer.SubConn]SubConnInfo)\n\n\t\t// Filter out all ready SCs from full subConn map.\n\t\tfor addr, sc := range b.subConns {\n\t\t\tif st, ok := b.scStates[sc]; ok \u0026\u0026 st == connectivity.Ready {\n\t\t\t\treadySCs[sc] = SubConnInfo{Address: addr}\n\t\t\t}\n\t\t}\n\t\tb.v2Picker = b.v2PickerBuilder.Build(PickerBuildInfo{ReadySCs: readySCs})\n\t}\n}",
        "symbol": "baseBalancer.regeneratePicker"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "body": "s := state.ConnectivityState\nif grpclog.V(2) {\n\tgrpclog.Infof(\"base.baseBalancer: handle SubConn state change: %p, %v\", sc, s)\n}\noldS, ok := b.scStates[sc]\nif !ok {\n\tif grpclog.V(2) {\n\t\tgrpclog.Infof(\"base.baseBalancer: got state changes for an unknown SubConn: %p, %v\", sc, s)\n\t}\n\treturn\n}\nb.scStates[sc] = s\nswitch s {\ncase connectivity.Idle:\n\tsc.Connect()\ncase connectivity.Shutdown:\n\t// When an address was removed by resolver, b called RemoveSubConn but\n\t// kept the sc's state in scStates. Remove state for this sc here.\n\tdelete(b.scStates, sc)\n}\n\noldAggrState := b.state\nb.state = b.csEvltr.RecordTransition(oldS, s)\n\n// Set or clear the last connection error accordingly.\nb.connErr = state.ConnectionError\n\n// Regenerate picker when one of the following happens:\n//  - this sc became ready from not-ready\n//  - this sc became not-ready from ready\n//  - the aggregated state of balancer became TransientFailure from non-TransientFailure\n//  - the aggregated state of balancer became non-TransientFailure from TransientFailure\nif (s == connectivity.Ready) != (oldS == connectivity.Ready) ||\n\t(b.state == connectivity.TransientFailure) != (oldAggrState == connectivity.TransientFailure) {\n\tb.regeneratePicker()\n}\n\nif b.picker != nil {\n\tb.cc.UpdateBalancerState(b.state, b.picker)\n} else {\n\tb.cc.UpdateState(balancer.State{ConnectivityState: b.state, Picker: b.v2Picker})\n}",
        "file": "balancer.go",
        "symbol": "baseBalancer.UpdateSubConnState"
      },
      "tool": "semantic_replace_body"
    }
  ],
  "workspace_root": "balancer/base"
}

Semedit integration feedback (agent opinion, excluded from measurements):

Integration feedback unavailable: codex follow-up changed the original workspace, target, or arm

Baseline vs Semedit Explicit in Large Context
#VanillaSemedit MCP
1not publishednot published

Test case: zeromicro__go-zero-2463

Target: codex/gpt-6-luna/medium

explicit prompt · prescriptive MCP instructions · write semedit restriction

LocalityContextAmbiguityCompositionInvariantsScaleStaging
Task complexity across locality, context, ambiguity, composition, invariants, edit scale, and staging (1–5).
SettingValue
Test casezeromicro__go-zero-2463
Targetcodex/gpt-6-luna/medium
Prompt variantexplicit
MCP server instructionsprescriptive
Semedit arm restrictionwrite
Run provenanceprovider_transport=codex_app_server_v2
Fixturetestdata/bench/zeromicro__go-zero-2463.txtar

Vanilla LLM Prompt:

logx能否支持一下全局添加field功能,或默认加一个serviceName,收集日志想根据服务分索引很不方便

MetricVanilla (Small)Semedit Explicit (Small)Δ (Small)Vanilla (Large)MCP (Large)Δ (Large)
Wall-Clock Latency207.85s158.59s-23.7%———
Process Start → First Event0.05s0.05s————
First Event → First Tool Call4.97s8.28s————
MCP Initialize → First Semantic Call——————
MCP Server Start → Initialize——————
Top-Level User Turns41-75.0%———
Internal Tool Cycles356-82.9%———
Initial Load / Discovery Turns60-100.0%———
MCP Discovery / Schema Turns00————
Tool Invocations (per run)356-82.9%———
Output Tokens127633373-73.6%———
Reasoning / Thinking Tokens6168765-87.6%———
Total Input Tokens1434665410808-71.4%———
Cached Input Tokens1354752367360-72.9%———
Uncached Input Tokens7991343448-45.6%———
Cost0.77510.2522-67.5%———
Cached vs Uncached Token Ratio16.95:18.46:1-50.1%———
Oracle L1: Mutation PolicyPASSPASS————
Oracle L2: AST InvariantsPASSPASS————
Oracle L3: Clean BuildPASSPASS————
Oracle L4: Verification TestFAILPASS————
Semantic Tool Invocation Verified (per run)N/APASS————
Baseline vs Semedit Explicit in Small Context
#VanillaSemedit MCP
1✓ ✓
/bin/zsh -lc "pwd && \
rg --files -g 'PROJECT_BRIEF.md' -g 'AGENTS.md' -g '*logx*' -g 'go.mod' | head -80 && \
git status --short"
✓ ✓
/bin/zsh -lc "git status --short && \
git rev-parse HEAD && \
rg --files -g 'PROJECT_BRIEF.md' -g 'AGENTS.md' -g 'go.mod' -g 'core/logx/fields.go' -g 'core/logx/writer.go' -g 'core/logc/*.go'"
2✓ ✓
/bin/zsh -lc "rg --files | rg '("'^|/)logx|PROJECT_BRIEF|AGENTS'"\\.md' | head -120 && \
rg -n 'serviceName|WithFields|AddField|Fields\\(|logx' core logx 2>/dev/null | head -100"
semedit/semantic_outline (✓ ✗): Critical result (JSON): {"application_state":"unknown","error":"param \"path\" is required: invalid operation parameters"} param "path" is required: invalid operation parameters
{}
3✓ ✓
/bin/zsh -lc "sed -n '1,240p' core/logx/config.go && \
sed -n '1,300p' core/logx/logs.go && \
sed -n '1,220p' core/logx/fields.go && \
sed -n '1,150p' core/logx/readme-cn.md && \
rg -n 'LogConf|Mode:|ServiceName' core | head -120"
semedit/semantic_outline (✓ ✓)
{
  "language": "go",
  "path": ".",
  "trust_workspace": true
}
4✓ ✓
/bin/zsh -lc "sed -n '300,460p' core/logx/logs.go && \
sed -n '1,240p' core/logx/richlogger.go && \
sed -n '1,180p' core/logx/lesslogger.go && \
sed -n '1,130p' core/logx/logger.go"
semedit/semantic_batch (✓ ✗): {"content":[{"type":"text","text":"Batch child results are intermediate and do not provide final continuation targets. Verification failed: verification is unsupported for language \"make\"\n\nCritical result (JSON): {\"result\":{\"status\":\"error\",\"verification\":{\"failure\":\"verification is unsupported for language \\\"make\\\"\",\"scope\":{\"Paths\":[\"core/bloom/bloom.go\",\"core/bloom/bloom_test.go\",\"core/breaker/breaker.go\",\"core/breaker/breaker_test.go\",\"core/breaker/breakers.go\",\"core/b
{
  "auto_organize_imports": true,
  "edits": [
    {
      "params": {
        "file": "core/logc/logs.go",
        "package": "logc",
        "purpose_header": "// Package logc provides context-aware logging wrappers."
      },
      "tool": "semantic_scaffold_file"
    },
    {
      "params": {
        "auto_organize_imports": true,
        "file": "core/logx/fields.go",
        "source": "var globalFields atomic.Value"
      },
      "tool": "semantic_insert_decl"
    },
    {
      "params": {
        "auto_organize_imports": true,
        "file": "core/logx/fields.go",
        "source": "var globalFieldsLock sync.Mutex"
      },
      "tool": "semantic_insert_decl"
    },
    {
      "params": {
        "auto_organize_imports": true,
        "file": "core/logx/fields.go",
        "source": "func AddGlobalFields(fields ...LogField) {\n\tglobalFieldsLock.Lock()\n\tdefer globalFieldsLock.Unlock()\n\n\told := globalFields.Load()\n\tif old == nil {\n\t\tglobalFields.Store(append([]LogField(nil), fields...))\n\t} else {\n\t\tglobalFields.Store(append(old.([]LogField), fields...))\n\t}\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": true,
        "file": "core/logx/writer.go",
        "source": "func combineGlobalFields(fields []LogField) []LogField {\n\tglobals := globalFields.Load()\n\tif globals == nil {\n\t\treturn fields\n\t}\n\n\treturn append(globals.([]LogField), fields...)\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "body": "fields = combineGlobalFields(fields)\n\nswitch atomic.LoadUint32(\u0026encoding) {\ncase plainEncodingType:\n\twritePlainAny(writer, level, val, buildFields(fields...)...)\ndefault:\n\tentry := make(logEntry)\n\tfor _, field := range fields {\n\t\tentry[field.Key] = field.Value\n\t}\n\tentry[timestampKey] = getTimestamp()\n\tentry[levelKey] = level\n\tentry[contentKey] = val\n\twriteJson(writer, entry)\n}",
        "file": "core/logx/writer.go",
        "symbol": "output"
      },
      "tool": "semantic_replace_body"
    },
    {
      "params": {
        "access_modifier": "public",
        "auto_organize_imports": true,
        "file": "core/logc/logs.go",
        "kind": "type",
        "source": "type (\n\tLogConf = logx.LogConf\n\tLogField = logx.LogField\n)"
      },
      "tool": "semantic_insert_construct"
    },
    {
      "params": {
        "auto_organize_imports": true,
        "file": "core/logc/logs.go",
        "source": "// AddGlobalFields adds global fields.\nfunc AddGlobalFields(fields ...LogField) {\n\tlogx.AddGlobalFields(fields...)\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": true,
        "file": "core/logc/logs.go",
        "source": "// Alert alerts v in alert level, and the message is written to error log.\nfunc Alert(_ context.Context, v string) {\n\tlogx.Alert(v)\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": true,
        "file": "core/logc/logs.go",
        "source": "// Close closes the logging.\nfunc Close() error {\n\treturn logx.Close()\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": true,
        "file": "core/logc/logs.go",
        "source": "// Error writes v into error log.\nfunc Error(ctx context.Context, v ...interface{}) {\n\tgetLogger(ctx).Error(v...)\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": true,
        "file": "core/logc/logs.go",
        "source": "// Errorf writes v with format into error log.\nfunc Errorf(ctx context.Context, format string, v ...interface{}) {\n\tgetLogger(ctx).Errorf(fmt.Errorf(format, v...).Error())\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": true,
        "file": "core/logc/logs.go",
        "source": "// Errorv writes v into error log with json content.\n// No call stack attached, because not elegant to pack the messages.\nfunc Errorv(ctx context.Context, v interface{}) {\n\tgetLogger(ctx).Errorv(v)\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": true,
        "file": "core/logc/logs.go",
        "source": "// Errorw writes msg along with fields into error log.\nfunc Errorw(ctx context.Context, msg string, fields ...LogField) {\n\tgetLogger(ctx).Errorw(msg, fields...)\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": true,
        "file": "core/logc/logs.go",
        "source": "// Field returns a LogField for the given key and value.\nfunc Field(key string, value interface{}) LogField {\n\treturn logx.Field(key, value)\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": true,
        "file": "core/logc/logs.go",
        "source": "// Info writes v into access log.\nfunc Info(ctx context.Context, v ...interface{}) {\n\tgetLogger(ctx).Info(v...)\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": true,
        "file": "core/logc/logs.go",
        "source": "// Infof writes v with format into access log.\nfunc Infof(ctx context.Context, format string, v ...interface{}) {\n\tgetLogger(ctx).Infof(format, v...)\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": true,
        "file": "core/logc/logs.go",
        "source": "// Infov writes v into access log with json content.\nfunc Infov(ctx context.Context, v interface{}) {\n\tgetLogger(ctx).Infov(v)\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": true,
        "file": "core/logc/logs.go",
        "source": "// Infow writes msg along with fields into access log.\nfunc Infow(ctx context.Context, msg string, fields ...LogField) {\n\tgetLogger(ctx).Infow(msg, fields...)\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": true,
        "file": "core/logc/logs.go",
        "source": "// Must checks if err is nil, otherwise logs the error and exits.\nfunc Must(err error) {\n\tlogx.Must(err)\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": true,
        "file": "core/logc/logs.go",
        "source": "// MustSetup sets up logging with given config c. It exits on error.\nfunc MustSetup(c logx.LogConf) {\n\tlogx.MustSetup(c)\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": true,
        "file": "core/logc/logs.go",
        "source": "// SetLevel sets the logging level. It can be used to suppress some logs.\nfunc SetLevel(level uint32) {\n\tlogx.SetLevel(level)\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": true,
        "file": "core/logc/logs.go",
        "source": "// SetUp sets up the logx. If already set up, just return nil.\n// we allow SetUp to be called multiple times, because for example\n// we need to allow different service frameworks to initialize logx respectively.\n// the same logic for SetUp\nfunc SetUp(c LogConf) error {\n\treturn logx.SetUp(c)\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": true,
        "file": "core/logc/logs.go",
        "source": "// Slow writes v into slow log.\nfunc Slow(ctx context.Context, v ...interface{}) {\n\tgetLogger(ctx).Slow(v...)\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": true,
        "file": "core/logc/logs.go",
        "source": "// Slowf writes v with format into slow log.\nfunc Slowf(ctx context.Context, format string, v ...interface{}) {\n\tgetLogger(ctx).Slowf(format, v...)\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": true,
        "file": "core/logc/logs.go",
        "source": "// Slowv writes v into slow log with json content.\nfunc Slowv(ctx context.Context, v interface{}) {\n\tgetLogger(ctx).Slowv(v)\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": true,
        "file": "core/logc/logs.go",
        "source": "// Sloww writes msg along with fields into slow log.\nfunc Sloww(ctx context.Context, msg string, fields ...LogField) {\n\tgetLogger(ctx).Sloww(msg, fields...)\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "auto_organize_imports": true,
        "file": "core/logc/logs.go",
        "source": "// getLogger returns the logx.Logger with the given ctx and correct caller.\nfunc getLogger(ctx context.Context) logx.Logger {\n\treturn logx.WithContext(ctx).WithCallerSkip(1)\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "add": [
          "github.com/zeromicro/go-zero/core/logx"
        ],
        "file": "core/logc/logs.go"
      },
      "tool": "semantic_organize_imports"
    }
  ],
  "trust_workspace": true
}
5✓ ✓
/bin/zsh -lc "sed -n '1,160p' core/logx/writer.go && \
rg -n 'func \\(.*\\) (Info|Error|Severe|Stack|Stat)' core/logx"
✓ ✓
/bin/zsh -lc 'git status --short && \
git diff --stat && \
git diff -- core/logx/fields.go core/logx/writer.go core/logc/logs.go'
6✓ ✓
/bin/zsh -lc "sed -n '185,235p' core/logx/writer.go && \
sed -n '1,140p' core/logx/logwriter.go"
✓ ✓
/bin/zsh -lc "find .scratch -maxdepth 3 -type f -print; sed -n '1,240p' core/logc/logs.go"
7✓ ✓
/bin/zsh -lc "rg -n 'func output|range fields' core/logx"
—
8✓ ✓
/bin/zsh -lc "sed -n '259,290p' core/logx/writer.go && \
sed -n '330,380p' core/logx/writer.go"
—
9file_change (✓ ✓)—
10file_change (✓ ✓)—
11file_change (✓ ✓)—
12file_change (✓ ✓)—
13file_change (✓ ✓)—
14file_change (✓ ✓)—
15✓ ✓
/bin/zsh -lc 'gofmt -w core/logx/logs.go core/logx/richlogger.go && \
git diff --check && \
git diff -- core/logx/logs.go core/logx/richlogger.go core/logx/readme.md core/logx/readme-cn.md && \
git status --short'
—
16✓ ✓
/bin/zsh -lc "sed -n '45,120p' core/logx/logs.go && \
sed -n '130,310p' core/logx/logs.go && \
sed -n '345,450p' core/logx/logs.go && \
sed -n '115,175p' core/logx/richlogger.go && \
sed -n '200,275p' core/logx/writer.go && \
sed -n '1,110p' core/logx/logs_test.go"
—
17✓ ✓
/bin/zsh -lc "sed -n '370,475p' core/logx/logs.go && \
rg -n 'func writePlainAny|func writePlain' core/logx/writer.go && \
rg -n 'func Test.*(Plain|Global|ErrorStack|Severe|Alert)|SetEncoding|encoding =' core/logx/*_test.go | head -80"
—
18file_change (✓ ✓)—
19✓ ✓
/bin/zsh -lc "rg -n 'TestAddGlobalFields|func TestField' core/logx/logs_test.go && \
sed -n '105,180p' core/logx/logs_test.go"
—
20✓ ✓
/bin/zsh -lc "sed -n '310,340p' core/logx/writer.go"
—
21file_change (✓ ✓)—
22✗ ?: go: github.com/ClickHouse/clickhouse-go/v2@v2.0.14: Get "https://proxy.golang.org/github.com/%21click%21house/clickhouse-go/v2/@v/v2.0.14.mod": dial tcp: lookup proxy.golang.org: no such host
/bin/zsh -lc 'gofmt -w core/logx/logs_test.go && \
go test ./core/logx'
—
23✓ ✓
/bin/zsh -lc 'git diff --check && \
git status --short && \
git diff --stat && \
git diff -- core/logx/logs_test.go core/logx/logs.go core/logx/richlogger.go'
—
24✓ ✓
/bin/zsh -lc "sed -n '1,90p' core/logx/fields.go && \
sed -n '1,90p' core/logx/logs.go && \
sed -n '48,75p' core/logx/logs.go && \
sed -n '345,365p' core/logx/logs.go && \
sed -n '115,145p' core/logx/richlogger.go && \
sed -n '250,285p' core/logx/writer.go && \
rg -n 'func \\(w \\*concreteWriter\\) Alert|output\\(' core/logx/writer.go"
—
25file_change (✓ ✓)—
26file_change (✓ ✓)—
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29✓ ✓
/bin/zsh -lc 'gofmt -w core/logx/fields.go core/logx/logs.go core/logx/richlogger.go core/logx/writer.go core/logx/logs_test.go && \
git diff --check && \
git diff --stat && \
git diff -- core/logx/fields.go core/logx/logs.go core/logx/richlogger.go core/logx/writer.go core/logx/logs_test.go'
—
30✓ ✓
/bin/zsh -lc "rg --files core | rg '/logc|logx' | head -100 && \
rg -n 'WithCallerSkip\\(1\\)|type LogConf =|AddGlobalFields|func Errorf\\(' core"
—
31✗ ?: core/logx/fields.go:17:func AddGlobalFields(fields ...LogField) { core/logx/fields.go:31:func ContextWithFields(ctx context.Context, fields ...LogField) context.Context { core/logx/fields.go:43:func WithFields(ctx context.Context, fields ...LogField) context.Context { core/logx/logs.go:54:func Alert(v string) { core/logx/logs.go:59:func Close() error { core/logx/logs.go:68:func Debug(v ...interface{}) { core/logx/logs.go:73:func Debugf(format string, v ...interface{}) { core/logx/logs.go:78:func Debugv(v in
/bin/zsh -lc "rg -n '"'^func [A-Z]'"' core/logx/logs.go core/logx/fields.go && \
sed -n '1,100p' core/logx/logger.go && \
rg -n 'logc'"
—
32file_change (✓ ✓)—
33file_change (✓ ✓)—
34✓ ✓
/bin/zsh -lc "gofmt -w core/logc/logs.go && \
git diff --check && \
git status --short && \
sed -n '1,240p' core/logc/logs.go"
—
35✓ ✓
/bin/zsh -lc "git diff --check && \
git diff --stat -- core/logc/logs.go core/logx/fields.go core/logx/writer.go && \
rg -n '"'^func '"' core/logc/logs.go"
—

Semedit integration feedback (agent opinion, excluded from measurements):

Integration feedback unavailable: codex follow-up changed the original workspace, target, or arm

Baseline vs Semedit Explicit in Large Context
#VanillaSemedit MCP
1not publishednot published

implicit prompt · prescriptive MCP instructions · write semedit restriction

LocalityContextAmbiguityCompositionInvariantsScaleStaging
Task complexity across locality, context, ambiguity, composition, invariants, edit scale, and staging (1–5).
SettingValue
Test casezeromicro__go-zero-2463
Targetcodex/gpt-6-luna/medium
Prompt variantimplicit
MCP server instructionsprescriptive
Semedit arm restrictionwrite
Run provenanceprovider_transport=codex_app_server_v2
Fixturetestdata/bench/zeromicro__go-zero-2463.txtar

Vanilla LLM Prompt:

logx能否支持一下全局添加field功能,或默认加一个serviceName,收集日志想根据服务分索引很不方便

Semedit MCP Prompt:

logx能否支持一下全局添加field功能,或默认加一个serviceName,收集日志想根据服务分索引很不方便 Use semedit semantic tools for supported source code modifications. Shell commands for builds and tests are allowed. When done, output DONE.


Test case: zeromicro__go-zero-964

Target: codex/gpt-6-luna/medium

explicit prompt · prescriptive MCP instructions · write semedit restriction

LocalityContextAmbiguityCompositionInvariantsScaleStaging
Task complexity across locality, context, ambiguity, composition, invariants, edit scale, and staging (1–5).
SettingValue
Test casezeromicro__go-zero-964
Targetcodex/gpt-6-luna/medium
Prompt variantexplicit
MCP server instructionsprescriptive
Semedit arm restrictionwrite
Run provenanceprovider_transport=codex_app_server_v2
Fixturetestdata/bench/zeromicro__go-zero-964.txtar

Vanilla LLM Prompt:

如题。 etcd打开了rbac authentication。但discov.EtcdConf中没有user等字段,无法进行身份认证。连接etcd时会报错: etcdserver: user name is empty

MetricVanilla (Small)Semedit Explicit (Small)Δ (Small)Vanilla (Large)MCP (Large)Δ (Large)
Wall-Clock Latency201.66s114.96s-43.0%———
Process Start → First Event0.06s0.06s————
First Event → First Tool Call3.91s18.09s————
MCP Initialize → First Semantic Call——————
MCP Server Start → Initialize——————
Top-Level User Turns41-75.0%———
Internal Tool Cycles291-96.6%———
Initial Load / Discovery Turns110-100.0%———
MCP Discovery / Schema Turns00————
Tool Invocations (per run)291-96.6%———
Output Tokens89792400-73.3%———
Reasoning / Thinking Tokens273415-99.5%———
Total Input Tokens95528298256-89.7%———
Cached Input Tokens90470473728-91.9%———
Uncached Input Tokens5057824528-51.5%———
Cost0.49900.1099-78.0%———
Cached vs Uncached Token Ratio17.89:13.01:1-83.2%———
Oracle L1: Mutation PolicyPASSPASS————
Oracle L2: AST InvariantsPASSPASS————
Oracle L3: Clean BuildPASSPASS————
Oracle L4: Verification TestFAILPASS————
Semantic Tool Invocation Verified (per run)N/APASS————
Baseline vs Semedit Explicit in Small Context
#VanillaSemedit MCP
1✓ ✓
/bin/zsh -lc "pwd && \
rg --files -g 'AGENTS.md' -g 'PROJECT_BRIEF.md' -g 'go.mod' -g '*etcd*' -g '*discov*' | head -120"
semedit/semantic_batch (✓ ✗): Batch child results are intermediate and do not provide final continuation targets. Verification failed: verification is unsupported for language "make" Critical result (JSON): {"result":{"status":"error","verification":{"failure":"verification is unsupported for language \"make\"","scope":{"Paths":["core/bloom/bloom.go","core/bloom/bloom_test.go","core/breaker/breaker.go","core/breaker/breaker_test.go","core/breaker/breakers.go","core/breaker/breakers_test.go","core/breaker/googlebreaker.go","core/breaker/
{
  "auto_organize_imports": true,
  "edits": [
    {
      "params": {
        "file": "core/discov/config.go",
        "kind": "type",
        "source": "type EtcdConf struct {\n\tHosts []string\n\tKey   string\n\tUser  string `json:\",optional\"`\n\tPass  string `json:\",optional=User\"`\n}",
        "symbol": "EtcdConf"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "body": "if len(c.Hosts) == 0 {\n\treturn errors.New(\"empty etcd hosts\")\n}\nif len(c.Key) == 0 {\n\treturn errors.New(\"empty etcd key\")\n}\nif (c.User == \"\") != (c.Pass == \"\") {\n\treturn errors.New(\"etcd user and pass must be paired\")\n}\nreturn nil",
        "file": "core/discov/config.go",
        "symbol": "EtcdConf.Validate"
      },
      "tool": "semantic_replace_body"
    },
    {
      "params": {
        "file": "core/discov/config.go",
        "source": "func (c EtcdConf) EnableAuth() bool {\n\treturn c.User != \"\" \u0026\u0026 c.Pass != \"\"\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "file": "core/discov/internal/registry.go",
        "kind": "type",
        "source": "type cluster struct {\n\tendpoints  []string\n\tuser       string\n\tpass       string\n\tkey        string\n\tvalues     map[string]map[string]string\n\tlisteners  map[string][]UpdateListener\n\twatchGroup *threading.RoutineGroup\n\tdone       chan lang.PlaceholderType\n\tlock       sync.Mutex\n}",
        "symbol": "cluster"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "file": "core/discov/internal/registry.go",
        "kind": "function",
        "source": "func DialClient(endpoints []string, user, pass string) (EtcdClient, error) {\n\treturn clientv3.New(clientv3.Config{\n\t\tEndpoints:            endpoints,\n\t\tAutoSyncInterval:     autoSyncInterval,\n\t\tDialTimeout:          DialTimeout,\n\t\tDialKeepAliveTime:    dialKeepAliveTime,\n\t\tDialKeepAliveTimeout: DialTimeout,\n\t\tRejectOldCluster:     true,\n\t\tUsername:             user,\n\t\tPassword:             pass,\n\t})\n}",
        "symbol": "DialClient"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "body": "cli, err := NewClient(c.endpoints, c.user, c.pass)\nif err != nil {\n\treturn nil, err\n}\n\ngo c.watchConnState(cli)\n\nreturn cli, nil",
        "file": "core/discov/internal/registry.go",
        "symbol": "cluster.newClient"
      },
      "tool": "semantic_replace_body"
    },
    {
      "params": {
        "file": "core/discov/internal/registry.go",
        "source": "func newClusterWithAuth(endpoints []string, user, pass string) *cluster {\n\tc := newCluster(endpoints)\n\tc.user = user\n\tc.pass = pass\n\treturn c\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "file": "core/discov/internal/registry.go",
        "source": "func (r *Registry) getClusterWithAuth(endpoints []string, user, pass string) *cluster {\n\tclusterKey := fmt.Sprintf(\"%s|%q|%q\", getClusterKey(endpoints), user, pass)\n\tr.lock.Lock()\n\tdefer r.lock.Unlock()\n\tc, ok := r.clusters[clusterKey]\n\tif !ok {\n\t\tc = newClusterWithAuth(endpoints, user, pass)\n\t\tr.clusters[clusterKey] = c\n\t}\n\treturn c\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "file": "core/discov/internal/registry.go",
        "source": "func (r *Registry) GetConnWithAuth(endpoints []string, user, pass string) (EtcdClient, error) {\n\treturn r.getClusterWithAuth(endpoints, user, pass).getClient()\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "file": "core/discov/internal/registry.go",
        "source": "func (r *Registry) MonitorWithAuth(endpoints []string, user, pass, key string, l UpdateListener) error {\n\treturn r.getClusterWithAuth(endpoints, user, pass).monitor(key, l)\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "file": "core/discov/publisher.go",
        "kind": "type",
        "source": "// A Publisher can be used to publish the value to an etcd cluster on the given key.\ntype Publisher struct {\n\tendpoints  []string\n\tuser       string\n\tpass       string\n\tkey        string\n\tfullKey    string\n\tid         int64\n\tvalue      string\n\tlease      clientv3.LeaseID\n\tquit       *syncx.DoneChan\n\tpauseChan  chan lang.PlaceholderType\n\tresumeChan chan lang.PlaceholderType\n}",
        "symbol": "Publisher"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "file": "core/discov/publisher.go",
        "source": "func NewPublisherWithAuth(endpoints []string, user, pass, key, value string, opts ...PublisherOption) *Publisher {\n\tpublisher := \u0026Publisher{\n\t\tendpoints:  endpoints,\n\t\tuser:       user,\n\t\tpass:       pass,\n\t\tkey:        key,\n\t\tvalue:      value,\n\t\tquit:       syncx.NewDoneChan(),\n\t\tpauseChan:  make(chan lang.PlaceholderType),\n\t\tresumeChan: make(chan lang.PlaceholderType),\n\t}\n\tfor _, opt := range opts {\n\t\topt(publisher)\n\t}\n\treturn publisher\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "file": "core/discov/publisher.go",
        "source": "func (p *Publisher) KeepAliveWithAuth() error {\n\tcli, err := internal.GetRegistry().GetConnWithAuth(p.endpoints, p.user, p.pass)\n\tif err != nil {\n\t\treturn err\n\t}\n\tp.lease, err = p.register(cli)\n\tif err != nil {\n\t\treturn err\n\t}\n\tproc.AddWrapUpListener(func() {\n\t\tp.Stop()\n\t})\n\treturn p.keepAliveAsync(cli)\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "file": "zrpc/internal/rpcpubserver.go",
        "kind": "function",
        "source": "func NewRpcPubServer(etcdEndpoints []string, etcdKey, listenOn string, opts ...ServerOption) (Server, error) {\n\tregisterEtcd := func() error {\n\t\tpubListenOn := figureOutListenOn(listenOn)\n\t\tpubClient := discov.NewPublisher(etcdEndpoints, etcdKey, pubListenOn)\n\t\treturn pubClient.KeepAlive()\n\t}\n\treturn newKeepAliveServer(registerEtcd, listenOn, opts...), nil\n}",
        "symbol": "NewRpcPubServer"
      },
      "tool": "semantic_replace_construct"
    },
    {
      "params": {
        "file": "zrpc/internal/rpcpubserver.go",
        "source": "func NewRpcPubServerWithEtcdAuth(etcdEndpoints []string, user, pass, etcdKey, listenOn string, opts ...ServerOption) (Server, error) {\n\tregisterEtcd := func() error {\n\t\tpubListenOn := figureOutListenOn(listenOn)\n\t\tpubClient := discov.NewPublisherWithAuth(etcdEndpoints, user, pass, etcdKey, pubListenOn)\n\t\treturn pubClient.KeepAliveWithAuth()\n\t}\n\treturn newKeepAliveServer(registerEtcd, listenOn, opts...), nil\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "file": "zrpc/internal/rpcpubserver.go",
        "source": "func newKeepAliveServer(registerEtcd func() error, listenOn string, opts ...ServerOption) keepAliveServer {\n\treturn keepAliveServer{\n\t\tregisterEtcd: registerEtcd,\n\t\tServer:       NewRpcServer(listenOn, opts...),\n\t}\n}"
      },
      "tool": "semantic_insert_function"
    },
    {
      "params": {
        "file": "zrpc/server.go",
        "kind": "function",
        "source": "func NewServer(c RpcServerConf, register internal.RegisterFn) (*RpcServer, error) {\n\tvar err error\n\tif err = c.Validate(); err != nil {\n\t\treturn nil, err\n\t}\n\n\tvar server internal.Server\n\tmetrics := stat.NewMetrics(c.ListenOn)\n\tserverOptions := []internal.ServerOption{internal.WithMetrics(metrics), internal.WithMaxRetries(c.MaxRetries)}\n\n\tif c.HasEtcd() {\n\t\tif c.Etcd.EnableAuth() {\n\t\t\tserver, err = internal.NewRpcPubServerWithEtcdAuth(c.Etcd.Hosts, c.Etcd.User, c.Etcd.Pass, c.Etcd.Key, c.ListenOn, serverOptions...)\n\t\t} else {\n\t\t\tserver, err = internal.NewRpcPubServer(c.Etcd.Hosts, c.Etcd.Key, c.ListenOn, serverOptions...)\n\t\t}\n\t\tif err != nil {\n\t\t\treturn nil, err\n\t\t}\n\t} else {\n\t\tserver = internal.NewRpcServer(c.ListenOn, serverOptions...)\n\t}\n\n\tserver.SetName(c.Name)\n\tif err = setupInterceptors(server, c, metrics); err != nil {\n\t\treturn nil, err\n\t}\n\n\trpcServer := \u0026RpcServer{\n\t\tserver:   server,\n\t\tregister: register,\n\t}\n\tif err = c.SetUp(); err != nil {\n\t\treturn nil, err\n\t}\n\n\treturn rpcServer, nil\n}",
        "symbol": "NewServer"
      },
      "tool": "semantic_replace_construct"
    }
  ],
  "trust_workspace": true
}
2✓ ✓
/bin/zsh -lc "rg -n \"EtcdConf|NewEtcd|etcd\\.New|Username|Password\" core zrpc | head -240 && \
git status --short"
—
3✓ ✓
/bin/zsh -lc "cat core/discov/config.go && \
cat core/discov/internal/etcdclient.go && \
rg -n \"Endpoints|DialTimeout|etcdclient|NewClient\" core/discov && \
sed -n '1,100p' go.mod && \
find .. -name AGENTS.md -o -name PROJECT_BRIEF.md"
—
4✗ ?: c.lock.Lock() for _, ev := range resp.Kvs { kvs = append(kvs, KV{ Key: string(ev.Key), Val: string(ev.Value), }) } c.lock.Unlock() c.handleChanges(key, kvs) } func (c *cluster) monitor(key string, l UpdateListener) error { c.lock.Lock() c.listeners[key] = append(c.listeners[key], l) c.lock.Unlock() cli, err := c.getClient() if err != nil { return err } c.load(cli, key) c.watchGroup.Run(func() { c.watch(cli, key) }) return nil } func (c *cluster) newClient() (EtcdClient, error) { cli, err := NewClient(c.endp
/bin/zsh -lc "sed -n '200,340p' core/discov/internal/registry.go && \
rg -n \"NewRegistry|NewSubscriber|NewPublisher|NewEtcd\" core/discov | head -100 && \
rg -n \"type Config struct\" core/discov -g '*.go'"
—
5✓ ✓
/bin/zsh -lc "cat core/discov/clients.go; sed -n '1,130p' core/discov/publisher.go; sed -n '1,100p' core/discov/subscriber.go; rg -n \"NewPublisher|NewSubscriber\" --glob '*.go'"
—
6✓ ✓
/bin/zsh -lc "sed -n '1,130p' core/discov/internal/registry.go; rg -n \"EtcdConf|etcd\\.Hosts|\\.Etcd\" --glob '*.go' | head -150; cat core/discov/internal/vars.go"
—
7✓ ✓
/bin/zsh -lc "cat zrpc/internal/resolver/discovbuilder.go zrpc/internal/rpcpubserver.go; sed -n '1,100p' zrpc/server.go; sed -n '55,90p' zrpc/client.go"
—
8✓ ✓
/bin/zsh -lc "sed -n '1,110p' zrpc/config.go; sed -n '1,110p' zrpc/internal/resolver/discovbuilder_test.go; sed -n '1,100p' core/discov/internal/registry_test.go; rg -n 'func Test.*DialClient|DialClient' core/discov/internal"
—
9✓ ✓
/bin/zsh -lc "rg -n 'BuildDiscovTarget|DiscovScheme|EndpointSepChar' zrpc/internal"
—
10✓ ✓
/bin/zsh -lc "cat zrpc/internal/target.go; sed -n '1,45p' zrpc/internal/resolver/resolver.go;"
—
11file_change (✓ ✓)—
12file_change (✓ ✓)—
13file_change (✓ ✓)—
14file_change (✓ ✓)—
15file_change (✓ ✓)—
16file_change (✓ ✓)—
17file_change (✓ ✓)—
18✗ ?: go: github.com/ClickHouse/clickhouse-go@v1.4.3: Get "https://proxy.golang.org/github.com/%21click%21house/clickhouse-go/@v/v1.4.3.mod": dial tcp: lookup proxy.golang.org: no such host
/bin/zsh -lc 'gofmt -w core/discov/config.go core/discov/internal/registry.go core/discov/internal/vars.go core/discov/publisher.go core/discov/subscriber.go zrpc/internal/target.go zrpc/internal/resolver/discovbuilder.go zrpc/internal/rpcpubserver.go zrpc/client.go zrpc/server.go && \
git diff --stat && \
git diff --check && \
go test ./core/discov/... ./zrpc/...'
—
19file_change (✓ ✓)—
20✓ ✓
/bin/zsh -lc 'gofmt -w core/discov/internal/registry.go && \
git diff --check && \
git status --short && \
git diff -- core/discov/config.go core/discov/internal/registry.go zrpc/internal/target.go'
—
21file_change (✓ ✓)—
22file_change (✓ ✓)—
23✓ ✓
/bin/zsh -lc 'gofmt -w core/discov/config.go core/discov/internal/registry.go core/discov/internal/vars.go zrpc/config.go && \
git diff --check && \
git diff --stat'
—
24✓ ✓
/bin/zsh -lc "sed -n '1,90p' core/discov/config.go; sed -n '1,100p' core/discov/internal/vars.go; sed -n '1,125p' core/discov/publisher.go; sed -n '25,110p' core/discov/internal/registry.go; sed -n '320,360p' core/discov/internal/registry.go; cat zrpc/internal/rpcpubserver.go; sed -n '35,60p' zrpc/server.go"
—
25file_change (✓ ✓)—
26file_change (✓ ✓)—
27file_change (✓ ✓)—
28✓ ✓
/bin/zsh -lc 'rg -n "NewRpcPubServerWithAuth|NewRpcPubServerWithEtcdAuth|EnableAuth|NewPublisherWithAuth|KeepAliveWithAuth"; gofmt -w core/discov/config.go core/discov/publisher.go zrpc/internal/rpcpubserver.go zrpc/server.go && \
git diff --check'
—
29✓ ✓
/bin/zsh -lc "sed -n '1,90p' core/discov/internal/vars.go; sed -n '45,95p' core/discov/publisher.go; sed -n '14,60p' zrpc/internal/rpcpubserver.go; sed -n '55,90p' zrpc/config.go; git diff --check; git status --short"
—

Semedit integration feedback (agent opinion, excluded from measurements):

Integration feedback unavailable: codex follow-up changed the original workspace, target, or arm

Baseline vs Semedit Explicit in Large Context
#VanillaSemedit MCP
1not publishednot published

implicit prompt · prescriptive MCP instructions · write semedit restriction

LocalityContextAmbiguityCompositionInvariantsScaleStaging
Task complexity across locality, context, ambiguity, composition, invariants, edit scale, and staging (1–5).
SettingValue
Test casezeromicro__go-zero-964
Targetcodex/gpt-6-luna/medium
Prompt variantimplicit
MCP server instructionsprescriptive
Semedit arm restrictionwrite
Run provenanceprovider_transport=codex_app_server_v2
Fixturetestdata/bench/zeromicro__go-zero-964.txtar

Vanilla LLM Prompt:

如题。 etcd打开了rbac authentication。但discov.EtcdConf中没有user等字段,无法进行身份认证。连接etcd时会报错: etcdserver: user name is empty

Semedit MCP Prompt:

如题。 etcd打开了rbac authentication。但discov.EtcdConf中没有user等字段,无法进行身份认证。连接etcd时会报错: etcdserver: user name is empty Use semedit semantic tools for supported source code modifications. Shell commands for builds and tests are allowed. When done, output DONE.