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fix(vertex): in-loop context guard, consecutive tool-failure breaker, per-tool abort - #1136

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@pdogra1299 pdogra1299 commented Jul 7, 2026 •

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Summary

Fixes the runaway-turn incident class from the 2026-07-06 production RCA (claude-sonnet-5 turns accumulating 1,005,647 tokens over 78 tool steps and dying on Anthropic 400 "prompt is too long"; MCP-proxy-blocked tools retried for up to 200 steps; multi-tool steps overshooting turnTimeoutMs by N × 300s). Releases as a patch via the fix commit. All changes are inside the four native Vertex loops (Gemini + Claude-on-Vertex, generate + stream) plus their shared helpers — no public API breaks; one additive GenerateStopReason member.

In-loop context guard (new stopReason context-cap)

  • createContextGuard (googleNativeGemini3.ts) tracks the provider-reported prompt size of every step (input + cache read/write on Anthropic, promptTokenCount on Gemini) plus projected growth from appended tool results.
  • At 85% of the model window (DEFAULT_CONTEXT_GUARD_RATIO) the loop stops calling tools and synthesizes a final answer from gathered results instead of stepping into a provider 400 that destroys the whole turn.
  • A synthesized answer returns stopReason: "completed"; only a failed synthesis surfaces the new "context-cap" with an honest message (never the step-cap text).
  • Terminal synthesis calls clamp max_tokens to the remaining window (pre-4.5 Claude models reject input + max_tokens > window).

contextWindows: claude-sonnet-5 + Claude catch-all on vertex

  • claude-sonnet-5 → 1,000,000 (vertex + anthropic maps).
  • New "claude-" prefix catch-all (200K) on vertex so unknown Claude models no longer inherit the Gemini-shaped _default (1,048,576) — which sits ABOVE Anthropic's real 1M cap and let the overflow through the pre-dispatch check.

Consecutive tool-failure breaker on the Anthropic loops

  • Ports the Gemini loops' failedTools breaker (2 strikes → TOOL_PERMANENTLY_FAILED short-circuit) to both Anthropic loops.
  • All four loops now count error-shaped results (isError: true / {error} payloads via extractToolFailureText) — the shape proxy-blocked tools return without throwing — and TOOL_NOT_FOUND calls.
  • Genuinely consecutive: a success clears the strike count, so argument-dependent soft errors (file-not-found on different paths) never disable a working tool.

Abort correctness

  • Per-tool-iteration abort checks in all four loops: a multi-tool step stops executing its batch the moment the turn is aborted (was: up to N × toolTimeoutMs past the deadline).
  • New raceWithAbort (utils/async) races each tool execution against the turn's abort signal — live-verified: an 8s turnTimeoutMs with a 60s tool previously returned at ~68s, now returns at ~11.7s with stopReason: "time-limit". The abandoned call remains a bounded ghost (same tradeoff as the tool timeout); transport-level MCP cancellation is a tracked follow-up.
  • ToolsManager execute wrappers pass the AI-SDK second argument (abortSignal, toolCallId) through instead of dropping it.

Overflow-recovery budget

  • The post-overflow recovery retry now inherits the REMAINING turnTimeoutMs (floored at MIN_RECOVERY_TURN_BUDGET_MS = 30s) instead of a fresh full clock — one generate() can no longer stack ~2× the configured budget.

Verification

  • test:anthropic-cap 39/39 (6 new tests: guard-trip → synthesis, context-cap message, throw-breaker, isError-breaker, consecutive-reset, batch-abort), test:gemini-abort 39/39 (2 new; 1 updated for the stricter per-tool abort semantics), test:mcp / test:mcp:bash / test:mcp:limits pass; tsc --strict, lint, full build + publint clean.
  • Live-driven against Vertex through the built package: (1) context guard tripped on a real ~190K-token claude-sonnet-4-5 turn → stopReason: "context-cap", 1 step, honest message, no 400-destroyed turn — and the guard correctly observed the prompt via cache read/creation tokens; (2) an always-isError tool was executed exactly 2× while the model requested it 3×, then the turn completed with a graceful summary; (3) the 8s-deadline/60s-tool run above.
  • Adversarially reviewed (multi-agent diff review, every finding independently verified); the five real findings — cumulative-vs-consecutive breaker, TOOL_NOT_FOUND bypass, unclamped terminal max_tokens, missing Gemini growth projection, non-prompt mid-tool abort — are all fixed in this commit.

Summary by CodeRabbit

  • New Features

    • Added Claude 5 context-window support and improved handling for unknown Claude variants.
    • Introduced a per-turn context guard that can halt tool loops early and return clearer end-of-turn context-cap behavior.
  • Bug Fixes

    • Preserved turn timeouts during context-overflow recovery retries.
    • Improved tool-loop control with consecutive-failure short-circuiting and better handling of error-shaped tool results.
    • Enhanced abort handling to stop tool execution promptly and avoid extra model calls.
    • Safer forced final-answer sizing to reduce provider “prompt too long” failures.

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✅ Single Commit Policy - COMPLIANT

Status: Policy requirements met • 1 commit • Valid format • Ready for merge

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📝 Commit Details

  • Hash: 3f2634534fcf633d7648288d818e59dbfeefa22a
  • Message: fix(vertex): in-loop context guard, consecutive tool-failure breaker, per-tool abort
  • Author: Parth Dogra

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Review Change Stack

No actionable comments were generated in the recent review. 🎉

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Review profile: CHILL

Plan: Pro

Run ID: 15cb84a3-9730-456c-aa4a-146d6c9db1a4

📥 Commits

Reviewing files that changed from the base of the PR and between ef65d47 and 3f26345.

📒 Files selected for processing (12)
  • src/lib/constants/contextWindows.ts
  • src/lib/core/constants.ts
  • src/lib/core/modules/ToolsManager.ts
  • src/lib/neurolink.ts
  • src/lib/providers/googleNativeGemini3.ts
  • src/lib/providers/googleVertex.ts
  • src/lib/types/generate.ts
  • src/lib/utils/async/index.ts
  • src/lib/utils/async/withTimeout.ts
  • src/lib/utils/mcpErrorText.ts
  • test/continuous-test-suite-anthropic-cap.ts
  • test/continuous-test-suite-gemini-abort.ts
✅ Files skipped from review due to trivial changes (1)
  • src/lib/types/generate.ts
🚧 Files skipped from review as they are similar to previous changes (11)
  • src/lib/core/constants.ts
  • src/lib/utils/async/index.ts
  • src/lib/constants/contextWindows.ts
  • src/lib/utils/mcpErrorText.ts
  • test/continuous-test-suite-gemini-abort.ts
  • src/lib/utils/async/withTimeout.ts
  • src/lib/core/modules/ToolsManager.ts
  • src/lib/providers/googleNativeGemini3.ts
  • src/lib/neurolink.ts
  • test/continuous-test-suite-anthropic-cap.ts
  • src/lib/providers/googleVertex.ts

📝 Walkthrough

Walkthrough

This PR adds context-window guarding, abort-aware tool execution, consecutive-failure handling, recovery timeout budgeting, new stop-reason labeling, updated Claude context windows, and regression tests for Gemini and Anthropic native loops.

Changes

Context Guard and Abort-Aware Tooling

Layer / File(s) Summary
Constants, model sizes, and stop reason
src/lib/constants/contextWindows.ts, src/lib/core/constants.ts, src/lib/types/generate.ts
Adds Claude context-window entries, context guard and recovery budget constants, and the "context-cap" stop-reason value and documentation.
Abort-aware utilities and tool wrapping
src/lib/utils/async/withTimeout.ts, src/lib/utils/async/index.ts, src/lib/core/modules/ToolsManager.ts, src/lib/utils/mcpErrorText.ts
Adds raceWithAbort, threads abort execution options through tool wrapping, and adds shared tool-failure text extraction.
Context guard primitives
src/lib/providers/googleNativeGemini3.ts
Adds the context guard, context-cap messaging, and context-cap stop-reason resolution.
Gemini native loop wiring
src/lib/providers/googleVertex.ts
Wires context-guard checks, abort-aware tool execution, failed-tool tracking, and context-cap stop handling into Gemini stream and generate loops.
Anthropic native loop wiring
src/lib/providers/googleVertex.ts
Adds the same guard, breaker, abort, and terminal max_tokens handling to Anthropic stream and generate loops.
Overflow recovery timeout budgeting
src/lib/neurolink.ts
Computes elapsed-time-aware retry budgets for overflow recovery and applies the clamped timeout to the retry call.
Regression tests
test/continuous-test-suite-anthropic-cap.ts, test/continuous-test-suite-gemini-abort.ts
Adds coverage for context-cap synthesis, breaker behavior, and per-tool abort handling in the native loop suites.

Estimated code review effort: 5 (Critical) | ~120 minutes

Sequence Diagram(s)

sequenceDiagram
  participant Caller
  participant googleVertex as googleVertex
  participant createContextGuard as createContextGuard
  participant Tool
  participant Model as Provider Model

  Caller->>googleVertex: start Gemini turn
  googleVertex->>createContextGuard: initialize guard
  loop tool loop
    googleVertex->>Model: send prompt and tools
    Model-->>googleVertex: usage and tool calls
    googleVertex->>createContextGuard: noteUsage / noteAppendedChars
    createContextGuard-->>googleVertex: shouldStop()?
    alt context limit reached
      googleVertex->>Model: tools-disabled synthesis
      Model-->>googleVertex: final text or empty result
      googleVertex-->>Caller: stopReason context-cap or completed
    else continue
      googleVertex->>Tool: execute with abort signal
      Tool-->>googleVertex: result or failure text
      googleVertex->>googleVertex: update failedTools breaker
    end
  end
Loading

Possibly related PRs

  • juspay/neurolink#1123: Shares the same native Gemini-3 Vertex loop termination paths and stop-reason handling.
  • juspay/neurolink#1125: Touches the same Anthropic-on-Vertex loop control flow and terminal recovery behavior.
  • juspay/neurolink#1127: Updates related turn-exit handling and GenerateStopReason behavior in the same area.

Suggested reviewers: Tara-ag

🚥 Pre-merge checks | ✅ 5
✅ Passed checks (5 passed)
Check name Status Explanation
Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check ✅ Passed The title clearly summarizes the main Vertex loop fixes: context guard, tool-failure breaker, and per-tool abort handling.
Docstring Coverage ✅ Passed No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
Linked Issues check ✅ Passed Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check ✅ Passed Check skipped because no linked issues were found for this pull request.
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Status: AI analysis complete • Build rules validated • Ready for review

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Actionable comments posted: 1

Caution

Some comments are outside the diff and can’t be posted inline due to platform limitations.

⚠️ Outside diff range comments (1)
src/lib/providers/googleVertex.ts (1)

2239-2261: 🩺 Stability & Availability | 🟠 Major | ⚡ Quick win

Gemini's TOOL_NOT_FOUND path isn't wired into the new failedTools breaker, unlike Anthropic's.

This PR explicitly adds breaker coverage for TOOL_NOT_FOUND on the Anthropic loops (Line 4875-4884, Line 6242-6251) with the stated rationale: "a model grinding on a hallucinated/stale tool name must not burn the whole step budget on TOOL_NOT_FOUND round-trips." The equivalent Gemini branches (unchanged by this PR) still rely solely on the do_not_retry: true hint in the payload with no hard breaker — so a Gemini model that ignores that instruction and keeps calling a nonexistent tool can still burn its entire maxSteps budget on TOOL_NOT_FOUND round-trips, which is exactly the runaway-turn scenario this PR's title says it fixes for both Gemini and Claude.

Given the pattern is already established in this file for thrown/error-shaped failures on the Gemini side, extending it to TOOL_NOT_FOUND is a small, low-risk addition for parity.

Also applies to: 3383-3403

🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In `@src/lib/providers/googleVertex.ts` around lines 2239 - 2261, The Gemini
TOOL_NOT_FOUND branch in googleVertex should also trip the new failedTools
breaker, not just return do_not_retry in the payload. Update the error-handling
path in the tool execution loop where call.name is missing to add the tool name
to failedTools and short-circuit subsequent retries the same way the Anthropic
TOOL_NOT_FOUND branches do. Keep the existing errorPayload, functionResponses,
toolExecutions, and stepStorageResults behavior intact, and apply the same
parity fix in the other Gemini TOOL_NOT_FOUND location referenced by the diff.
🧹 Nitpick comments (2)
src/lib/core/modules/ToolsManager.ts (1)

36-69: 📐 Maintainability & Code Quality | 🔵 Trivial | 💤 Low value

Consider reusing the shared raceWithAbort helper instead of duplicating it.

raceWithAbortSignal here is functionally identical to the exported raceWithAbort in src/lib/utils/async/withTimeout.ts (added in this same PR), differing only in the required-signal typing and the abort error message. Importing the shared helper (or a thin wrapper) would avoid maintaining two copies of the ghost-swallow/listener logic.

🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In `@src/lib/core/modules/ToolsManager.ts` around lines 36 - 69, The abort-racing
logic in raceWithAbortSignal duplicates the shared raceWithAbort helper from
async/withTimeout, so consolidate to avoid maintaining two copies of the same
listener and rejection-swallowing behavior. Update ToolsManager to reuse the
exported helper directly or add a very thin wrapper that only preserves the
required AbortSignal typing and tool-specific abort error behavior, while
keeping the shared implementation in one place. Use the unique symbols
raceWithAbortSignal and raceWithAbort to locate the call site and helper import.
test/continuous-test-suite-gemini-abort.ts (1)

1428-1475: 🩺 Stability & Availability | 🔵 Trivial | ⚡ Quick win

Error-shaped-result breaker test for Gemini is correct, but note there's no equivalent new test for the TOOL_NOT_FOUND case (see the companion comment on googleVertex.ts Lines 2239-2261/3383-3403 — Gemini's TOOL_NOT_FOUND branch isn't wired into the breaker, so a test here would currently fail/timeout-loop rather than pass). Once that gap is closed, a matching test here would close the loop.

🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In `@test/continuous-test-suite-gemini-abort.ts` around lines 1428 - 1475, The new
breaker test covers error-shaped MCP results, but there is no equivalent case
for TOOL_NOT_FOUND, so Gemini can still loop/timeout on missing-tool responses.
Add a companion test in the same generate suite using runGenerate, makeProvider,
and the tool-call mock setup to simulate a TOOL_NOT_FOUND response and assert it
trips the breaker into a permanent failure instead of retrying indefinitely.
Keep the test aligned with the existing failedTools breaker assertions so it
matches the behavior once the googleVertex.ts TOOL_NOT_FOUND path is wired into
the breaker.
🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

Inline comments:
In `@src/lib/neurolink.ts`:
- Around line 6067-6078: The recovery timeout logic in neurolink should not let
MIN_RECOVERY_TURN_BUDGET_MS override a caller’s smaller turnTimeoutMs. In the
retry budget calculation around the retryTurnTimeoutMs assignment, ensure the
recovered timeout never exceeds the remaining caller-configured deadline when
options.turnTimeoutMs is finite and attemptStartTimeMs is set. Adjust the clamp
so the recovery budget respects the original turn timeout intent while still
handling negative or near-zero remaining time safely, using the existing
retryTurnTimeoutMs and MIN_RECOVERY_TURN_BUDGET_MS symbols to update the
calculation.

---

Outside diff comments:
In `@src/lib/providers/googleVertex.ts`:
- Around line 2239-2261: The Gemini TOOL_NOT_FOUND branch in googleVertex should
also trip the new failedTools breaker, not just return do_not_retry in the
payload. Update the error-handling path in the tool execution loop where
call.name is missing to add the tool name to failedTools and short-circuit
subsequent retries the same way the Anthropic TOOL_NOT_FOUND branches do. Keep
the existing errorPayload, functionResponses, toolExecutions, and
stepStorageResults behavior intact, and apply the same parity fix in the other
Gemini TOOL_NOT_FOUND location referenced by the diff.

---

Nitpick comments:
In `@src/lib/core/modules/ToolsManager.ts`:
- Around line 36-69: The abort-racing logic in raceWithAbortSignal duplicates
the shared raceWithAbort helper from async/withTimeout, so consolidate to avoid
maintaining two copies of the same listener and rejection-swallowing behavior.
Update ToolsManager to reuse the exported helper directly or add a very thin
wrapper that only preserves the required AbortSignal typing and tool-specific
abort error behavior, while keeping the shared implementation in one place. Use
the unique symbols raceWithAbortSignal and raceWithAbort to locate the call site
and helper import.

In `@test/continuous-test-suite-gemini-abort.ts`:
- Around line 1428-1475: The new breaker test covers error-shaped MCP results,
but there is no equivalent case for TOOL_NOT_FOUND, so Gemini can still
loop/timeout on missing-tool responses. Add a companion test in the same
generate suite using runGenerate, makeProvider, and the tool-call mock setup to
simulate a TOOL_NOT_FOUND response and assert it trips the breaker into a
permanent failure instead of retrying indefinitely. Keep the test aligned with
the existing failedTools breaker assertions so it matches the behavior once the
googleVertex.ts TOOL_NOT_FOUND path is wired into the breaker.
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📥 Commits

Reviewing files that changed from the base of the PR and between 3238fd2 and ef65d47.

📒 Files selected for processing (12)
  • src/lib/constants/contextWindows.ts
  • src/lib/core/constants.ts
  • src/lib/core/modules/ToolsManager.ts
  • src/lib/neurolink.ts
  • src/lib/providers/googleNativeGemini3.ts
  • src/lib/providers/googleVertex.ts
  • src/lib/types/generate.ts
  • src/lib/utils/async/index.ts
  • src/lib/utils/async/withTimeout.ts
  • src/lib/utils/mcpErrorText.ts
  • test/continuous-test-suite-anthropic-cap.ts
  • test/continuous-test-suite-gemini-abort.ts

Comment thread src/lib/neurolink.ts
@pdogra1299
pdogra1299 force-pushed the fix/native-loop-context-guard branch from ef65d47 to 3f26345 Compare July 7, 2026 10:01
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Addressed both CodeRabbit findings in the amended commit 3f26345 (single-commit policy):

  • Recovery floor vs small caller budgets: the 30s floor is now clamped to min(MIN_RECOVERY_TURN_BUDGET_MS, options.turnTimeoutMs) — a caller-configured budget below 30s is never exceeded by the retry.
  • Gemini TOOL_NOT_FOUND breaker parity: both Gemini loops' TOOL_NOT_FOUND branches now feed the failedTools breaker (same rationale as the Anthropic branches), so a model ignoring the do_not_retry hint is short-circuited after 2 attempts instead of burning the step budget.

Re-validated: tsc --strict, anthropic-cap 39/39, gemini-abort 39/39.

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@murdore
murdore merged commit c8ff565 into release Jul 7, 2026
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@murdore
murdore deleted the fix/native-loop-context-guard branch July 7, 2026 11:34
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🎉 This PR is included in version 9.81.3 🎉

The release is available on:

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Review Summary

Reviewed the 12 changed files in this already-merged patch. No new blocking issues were identified beyond the points already raised and addressed in the existing review thread.

Existing concerns already handled

  • Recovery timeout floor — CodeRabbit’s concern about MIN_RECOVERY_TURN_BUDGET_MS overriding a caller’s smaller turnTimeoutMs was fixed in 3f263453 by clamping the floor to Math.min(MIN_RECOVERY_TURN_BUDGET_MS, options.turnTimeoutMs).
  • Gemini TOOL_NOT_FOUND breaker parity and raceWithAbortSignal duplication were raised by the prior automated review; they are noted as follow-up polish rather than merge blockers.

What was checked

  • CLAUDE.md Critical Rules — no static provider imports outside the registry, no Gemini tools + JSON-schema conflict introduced, formatProviderError untouched, public SDK API only gains the additive "context-cap" GenerateStopReason member (backward compatible).
  • Security — no hardcoded secrets, no unsafe eval/innerHTML, no injection vectors introduced.
  • Correctness — context guard is fail-open until usage arrives; abort racing swallows abandoned settlements to avoid unhandled rejections; terminal max_tokens clamping guards pre-4.5 Claude 400s on context-capped turns.
  • Tests — new coverage added in continuous-test-suite-anthropic-cap.ts and continuous-test-suite-gemini-abort.ts for guard trip, breaker behavior, and per-tool abort.

Approving as a post-merge review with no new blocking findings.

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