feat(diagnostics-otel): unify end-to-end tracing by jlapenna · Pull Request #70424 · openclaw/openclaw

jlapenna · 2026-04-23T01:25:48Z

Update: Feedback Addressed

Fixed ReferenceErrors: Added missing @opentelemetry/api imports in run.ts and pi-tools.abort.ts.
Double-Initialization Guard: otel-preload.mjs now automatically sets OPENCLAW_OTEL_PRELOADED=1 upon successful startup.
Observability Restored: Refactored diagnostics-otel to skip only the SDK initialization while preserving log transports and diagnostic event hooks.
Improved Shutdown: Added SIGINT handler to the preload script for better development environment support.
Dependency Alignment: Promoted OTel SDK dependencies to the root package.json to support core instrumentation.

…ation and context propagation - Move OTel initialization to an early-phase preload script (otel-preload.mjs) - Explicitly propagate active context in agent runner, sandbox backend, and tool execution - Add 'openclaw.exec' span for granular shell command tracing - Configure Dockerfile to include preload script

greptile-apps · 2026-04-23T01:28:46Z

Greptile Summary

This PR unifies end-to-end OTel tracing across OpenClaw, LiteLLM, and vLLM by introducing an early-phase otel-preload.mjs script and wrapping key execution paths (agent.run, tool.exec, exec, sandbox.exec) in manual spans with context.active() propagation.

P0 – Missing import breaks all tool calls: wrapToolWithTracing in src/agents/pi-tools.abort.ts references trace, context, and SpanStatusCode without importing them; every wrapped tool invocation will throw ReferenceError: trace is not defined.
P1 – Double-init risk: otel-preload.mjs never sets process.env.OPENCLAW_OTEL_PRELOADED = "1" itself, so a user who sets only NODE_OPTIONS=--import without also exporting OPENCLAW_OTEL_PRELOADED=1 will get two OTel SDK instances running in the same process.

Confidence Score: 2/5

Not safe to merge — the missing OTel import in pi-tools.abort.ts will crash every tool invocation at runtime.

There is a clear P0 defect: wrapToolWithTracing uses trace, context, and SpanStatusCode that are not imported, guaranteeing a ReferenceError the first time any agent tool is executed. A P1 risk (double-init when OPENCLAW_OTEL_PRELOADED is not self-set) is also present. Both must be resolved before merge.

src/agents/pi-tools.abort.ts (missing import — P0) and otel-preload.mjs (missing self-registration of env var — P1).

Prompt To Fix All With AI

This is a comment left during a code review.
Path: src/agents/pi-tools.abort.ts
Line: 74-105

Comment:
**Missing OTel import — `ReferenceError` at runtime**

`wrapToolWithTracing` references `trace`, `context`, and `SpanStatusCode` (lines 82–94), but none of these are imported in this file. Every tool execution that goes through `wrapToolWithTracing` will throw `ReferenceError: trace is not defined`, breaking all wrapped tool calls.

```suggestion
import { trace, SpanStatusCode, context } from "@opentelemetry/api";
import { copyPluginToolMeta } from "../plugins/tools.js";
import { bindAbortRelay } from "../utils/fetch-timeout.js";
import { copyChannelAgentToolMeta } from "./channel-tools.js";
import type { AnyAgentTool } from "./pi-tools.types.js";
```

How can I resolve this? If you propose a fix, please make it concise.

---

This is a comment left during a code review.
Path: otel-preload.mjs
Line: 29

Comment:
**Preload script does not self-register `OPENCLAW_OTEL_PRELOADED`**

The `diagnostics-otel` plugin skips SDK initialization only when `process.env.OPENCLAW_OTEL_PRELOADED === "1"`, but the preload script never sets that variable. If a user sets `NODE_OPTIONS=--import /app/otel-preload.mjs` but omits `OPENCLAW_OTEL_PRELOADED=1` from their environment (an easy mistake), both the preload and the plugin will call `sdk.start()`, causing double-initialization of the OTel SDK with duplicate span processors and duplicate exports. Adding a single line here makes the preload self-declaring and eliminates this failure mode.

```suggestion
sdk.start();
process.env.OPENCLAW_OTEL_PRELOADED = "1";
```

How can I resolve this? If you propose a fix, please make it concise.

---

This is a comment left during a code review.
Path: otel-preload.mjs
Line: 31-36

Comment:
**`SIGINT` not handled — SDK may not flush on Ctrl-C**

Only `SIGTERM` is hooked for graceful shutdown. In interactive or development environments the process is typically stopped with `SIGINT` (Ctrl-C), which will bypass `sdk.shutdown()` and may drop buffered spans. Consider adding a matching `SIGINT` handler or sharing the shutdown logic.

How can I resolve this? If you propose a fix, please make it concise.

_{Reviews (1): Last reviewed commit: "feat(diagnostics-otel): unify end-to-end..." | Re-trigger Greptile}

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- Add missing @opentelemetry/api imports to fix ReferenceErrors - Set OPENCLAW_OTEL_PRELOADED environment variable in preload script - Add SIGINT handler to preload script for graceful shutdown - Refactor diagnostics-otel plugin to preserve diagnostic hooks in preloaded mode - Add OTel dependencies to root package.json for core access

jlapenna · 2026-04-23T02:21:02Z

Feedback Addressed

I have addressed the critical issues identified in the automated reviews:

Fixed ReferenceErrors: Added missing @opentelemetry/api imports in run.ts and pi-tools.abort.ts. These files now correctly reference trace, context, and SpanStatusCode.
Double-Initialization Guard: Updated otel-preload.mjs to automatically set OPENCLAW_OTEL_PRELOADED=1 upon successful startup. This ensures the gateway and its plugins respect the preloaded state without requiring manual environment configuration.
Observability Restored: Refactored the diagnostics-otel plugin to skip only the redundant NodeSDK startup. Log transports, diagnostic metrics, and event hooks are now correctly registered even in preloaded mode.
Improved Shutdown: Added a SIGINT handler to otel-preload.mjs to ensure buffered spans are flushed when stopping the process via Ctrl-C in development environments.
Dependency Alignment: Promoted OTel SDK dependencies to the root package.json to ensure they are available for both core instrumentation and the preload script.

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… accuracy - Update pnpm-lock.yaml to include OTel dependencies - Exclude tokenjuice from pnpm minimumReleaseAge to unblock CI install - Ensure 'openclaw.exec' span covers the full duration of process execution by awaiting handle.promise

jlapenna · 2026-04-23T02:34:24Z

Update: Final Feedback Addressed

I have addressed the second round of feedback to ensure CI stability and tracing accuracy:

Lockfile Synchronized: Updated pnpm-lock.yaml to include the promoted OTel dependencies. This fixes the CI/Parity gate failure caused by --frozen-lockfile.
Unblocked CI Install: Added tokenjuice to the minimumReleaseAgeExclude list in pnpm-workspace.yaml to bypass the 48-hour release-age constraint that was blocking pnpm install.
Corrected Shell Tracing: Refactored runExecProcess in bash-tools.exec-runtime.ts to use a manual span lifecycle. The openclaw.exec span now stays active until the underlying process actually finishes (by hooking into handle.promise), correctly capturing the full duration and final exit outcome.

These fixes complement the previous round of ReferenceError and initialization fixes.

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chatgpt-codex-connector · 2026-04-23T02:41:31Z

        : undefined;

-      if (tracesEnabled || metricsEnabled) {
+      if (!preloaded && (tracesEnabled || metricsEnabled)) {


Honor traces-disabled config in preloaded OTel mode

When OPENCLAW_OTEL_PRELOADED=1, this guard skips SDK setup entirely, so diagnostics.otel.traces (and related trace settings like sampling) are no longer enforced by the plugin. In the same commit, otel-preload.mjs always creates an OTLPTraceExporter, so deployments that set diagnostics.otel.traces=false will still emit spans in preloaded mode, which is an unexpected config bypass and can export data users explicitly tried to suppress.

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chatgpt-codex-connector · 2026-04-23T02:41:31Z

+  sdk.shutdown()
+    .then(() => console.log("OTel SDK shut down"))
+    .catch((err) => console.log("Error shutting down OTel SDK", err))
+    .finally(() => process.exit(0));


Let app signal handlers control process exit

Calling process.exit(0) from the preload signal hook can cut off the host app’s own async SIGTERM/SIGINT shutdown work (e.g., graceful server close/flush), because the preload module is installed before app code and races those handlers. In preloaded deployments this can cause early termination and skipped cleanup even though the app already has dedicated signal handling.

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chatgpt-codex-connector · 2026-04-23T02:41:31Z

+  const tracer = trace.getTracer("openclaw");
+  const span = tracer.startSpan("openclaw.exec", {
+    attributes: {
+      "openclaw.exec.command": opts.command,


Redact command text before adding span attributes

This exports full user command text to telemetry (openclaw.exec.command) with no redaction. Commands frequently contain secrets (tokens, passwords, auth headers), so enabling OTLP tracing can leak credentials to the collector. The diagnostics pipeline already redacts other outbound fields, so command attributes should be sanitized or replaced with non-sensitive metadata.

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jlapenna · 2026-04-25T01:18:24Z

@codex address that feedback

chatgpt-codex-connector · 2026-04-25T01:18:39Z

To use Codex here, create an environment for this repo.

@vincentkoc

- Two Diagnostics/OTEL Changes entries credited issue #70424 (jlapenna's open meta-tracing proposal) as the PR ref. The actual implementing PRs landed as #71451 (exec-process telemetry) and #71450 (preloaded SDK mode), both authored by @vincentkoc — corrected. - Telegram/webhook fix had no Thanks credit. Issue #71392 reporter @joelforsberg46-source identified the delivery-retry behaviour, so credit them on the entry.

@vincentkoc

… tool-result pruning entries Three entries were missing co-credits I should have preserved: - Diagnostics/OTEL exec-process spans (#71451): @vincentkoc implemented, but @jlapenna's #70424 proposed the broader tracing work this entry builds on. Now credits both. - Diagnostics/OTEL preloaded SDK (#71450): same pattern — credits @vincentkoc and @jlapenna. - Agents/tool-result pruning (#51267): @cgdusek's PR explicitly built on prior work in #39331 by @alvinttang and #34980 by @coffeexcoin. Now credits all three.

@vincentkoc

- Two Diagnostics/OTEL Changes entries credited issue openclaw#70424 (jlapenna's open meta-tracing proposal) as the PR ref. The actual implementing PRs landed as openclaw#71451 (exec-process telemetry) and openclaw#71450 (preloaded SDK mode), both authored by @vincentkoc — corrected. - Telegram/webhook fix had no Thanks credit. Issue openclaw#71392 reporter @joelforsberg46-source identified the delivery-retry behaviour, so credit them on the entry.

@vincentkoc

… tool-result pruning entries Three entries were missing co-credits I should have preserved: - Diagnostics/OTEL exec-process spans (openclaw#71451): @vincentkoc implemented, but @jlapenna's openclaw#70424 proposed the broader tracing work this entry builds on. Now credits both. - Diagnostics/OTEL preloaded SDK (openclaw#71450): same pattern — credits @vincentkoc and @jlapenna. - Agents/tool-result pruning (openclaw#51267): @cgdusek's PR explicitly built on prior work in openclaw#39331 by @alvinttang and openclaw#34980 by @coffeexcoin. Now credits all three.

@jlapenna

… Unreleased Three of my (vincentkoc) entries were missing closing PR refs, and several maintainer-fix entries were missing credit for the user who reported the underlying issue: - Diagnostics/OTEL outbound delivery: add (#71471) and credit @jlapenna whose #70424 framed the broader tracing work. - Cron malformed legacy jobs: add (#71509). - OpenAI/Codex OAuth region failures: add (#71501) and credit reporter @wulala-xjj (#51175). - Telegram duplicate pollers: credit reporter @Co-Messi (#56230). - MCP/CLI one-shot retire: credit reporter @spartoviMD (#71457). - OpenAI/Codex image baseUrl canonicalize: credit reporter @GodsBoy (#71460). - Feishu TTS Ogg/Opus: credit reporters @sg1416-zg (#61249) and @ycjlb2023-peteryi (#37868). - MiniMax TTS portal OAuth: credit reporter @zx15210404690-hash (#55017). - MCP config reload disposal: credit reporter @xieyuanqing (#60656).

vincentkoc · 2026-04-25T11:35:36Z

Closing as this work is being handled centrally and rolling out in parts today and yesterdays releases.

vincentkoc · 2026-04-25T20:00:16Z

Follow-up: the OTEL/diagnostics foundation from this thread has now been split and landed on main through narrower commits.

Key landed pieces include GenAI semantic metrics/spans, content-capture controls, trusted trace parenting guardrails, provider request-id hashes, memory/context/tool-loop diagnostics, and docs:

Marking this thread as resolved on main. Thanks again for the original direction.

jlapenna · 2026-04-25T20:06:30Z

happy to help!

…

On Sat, Apr 25, 2026 at 1:00 PM Vincent Koc ***@***.***> wrote: *vincentkoc* left a comment (openclaw/openclaw#70424) <#70424 (comment)> Follow-up: the OTEL/diagnostics foundation from this thread has now been split and landed on main through narrower commits. Key landed pieces include GenAI semantic metrics/spans, content-capture controls, trusted trace parenting guardrails, provider request-id hashes, memory/context/tool-loop diagnostics, and docs: - d4d4a8c <d4d4a8c> - 7bbd473 <7bbd473> - dc19069 <dc19069> - cd7a8f8 <cd7a8f8> - 5815ca9 <5815ca9> - 4411432 <4411432> - 89c5298 <89c5298> - 64582bb <64582bb> Marking this thread as resolved on main. Thanks again for the original direction. — Reply to this email directly, view it on GitHub <#70424 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AAALGVXESOUQ4TKJUI2HR2D4XUKONAVCNFSM6AAAAACYDBUUKWVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHM2DGMRQGQ2DEMRSGM> . You are receiving this because you authored the thread.Message ID: ***@***.***>

@vincentkoc

- Two Diagnostics/OTEL Changes entries credited issue openclaw#70424 (jlapenna's open meta-tracing proposal) as the PR ref. The actual implementing PRs landed as openclaw#71451 (exec-process telemetry) and openclaw#71450 (preloaded SDK mode), both authored by @vincentkoc — corrected. - Telegram/webhook fix had no Thanks credit. Issue openclaw#71392 reporter @joelforsberg46-source identified the delivery-retry behaviour, so credit them on the entry.

@vincentkoc

… tool-result pruning entries Three entries were missing co-credits I should have preserved: - Diagnostics/OTEL exec-process spans (openclaw#71451): @vincentkoc implemented, but @jlapenna's openclaw#70424 proposed the broader tracing work this entry builds on. Now credits both. - Diagnostics/OTEL preloaded SDK (openclaw#71450): same pattern — credits @vincentkoc and @jlapenna. - Agents/tool-result pruning (openclaw#51267): @cgdusek's PR explicitly built on prior work in openclaw#39331 by @alvinttang and openclaw#34980 by @coffeexcoin. Now credits all three.

@jlapenna

… Unreleased Three of my (vincentkoc) entries were missing closing PR refs, and several maintainer-fix entries were missing credit for the user who reported the underlying issue: - Diagnostics/OTEL outbound delivery: add (openclaw#71471) and credit @jlapenna whose openclaw#70424 framed the broader tracing work. - Cron malformed legacy jobs: add (openclaw#71509). - OpenAI/Codex OAuth region failures: add (openclaw#71501) and credit reporter @wulala-xjj (openclaw#51175). - Telegram duplicate pollers: credit reporter @Co-Messi (openclaw#56230). - MCP/CLI one-shot retire: credit reporter @spartoviMD (openclaw#71457). - OpenAI/Codex image baseUrl canonicalize: credit reporter @GodsBoy (openclaw#71460). - Feishu TTS Ogg/Opus: credit reporters @sg1416-zg (openclaw#61249) and @ycjlb2023-peteryi (openclaw#37868). - MiniMax TTS portal OAuth: credit reporter @zx15210404690-hash (openclaw#55017). - MCP config reload disposal: credit reporter @xieyuanqing (openclaw#60656).

@vincentkoc

- Two Diagnostics/OTEL Changes entries credited issue openclaw#70424 (jlapenna's open meta-tracing proposal) as the PR ref. The actual implementing PRs landed as openclaw#71451 (exec-process telemetry) and openclaw#71450 (preloaded SDK mode), both authored by @vincentkoc — corrected. - Telegram/webhook fix had no Thanks credit. Issue openclaw#71392 reporter @joelforsberg46-source identified the delivery-retry behaviour, so credit them on the entry.

@vincentkoc

… tool-result pruning entries Three entries were missing co-credits I should have preserved: - Diagnostics/OTEL exec-process spans (openclaw#71451): @vincentkoc implemented, but @jlapenna's openclaw#70424 proposed the broader tracing work this entry builds on. Now credits both. - Diagnostics/OTEL preloaded SDK (openclaw#71450): same pattern — credits @vincentkoc and @jlapenna. - Agents/tool-result pruning (openclaw#51267): @cgdusek's PR explicitly built on prior work in openclaw#39331 by @alvinttang and openclaw#34980 by @coffeexcoin. Now credits all three.

@jlapenna

… Unreleased Three of my (vincentkoc) entries were missing closing PR refs, and several maintainer-fix entries were missing credit for the user who reported the underlying issue: - Diagnostics/OTEL outbound delivery: add (openclaw#71471) and credit @jlapenna whose openclaw#70424 framed the broader tracing work. - Cron malformed legacy jobs: add (openclaw#71509). - OpenAI/Codex OAuth region failures: add (openclaw#71501) and credit reporter @wulala-xjj (openclaw#51175). - Telegram duplicate pollers: credit reporter @Co-Messi (openclaw#56230). - MCP/CLI one-shot retire: credit reporter @spartoviMD (openclaw#71457). - OpenAI/Codex image baseUrl canonicalize: credit reporter @GodsBoy (openclaw#71460). - Feishu TTS Ogg/Opus: credit reporters @sg1416-zg (openclaw#61249) and @ycjlb2023-peteryi (openclaw#37868). - MiniMax TTS portal OAuth: credit reporter @zx15210404690-hash (openclaw#55017). - MCP config reload disposal: credit reporter @xieyuanqing (openclaw#60656).

@vincentkoc

- Two Diagnostics/OTEL Changes entries credited issue openclaw#70424 (jlapenna's open meta-tracing proposal) as the PR ref. The actual implementing PRs landed as openclaw#71451 (exec-process telemetry) and openclaw#71450 (preloaded SDK mode), both authored by @vincentkoc — corrected. - Telegram/webhook fix had no Thanks credit. Issue openclaw#71392 reporter @joelforsberg46-source identified the delivery-retry behaviour, so credit them on the entry.

@vincentkoc

- Two Diagnostics/OTEL Changes entries credited issue openclaw#70424 (jlapenna's open meta-tracing proposal) as the PR ref. The actual implementing PRs landed as openclaw#71451 (exec-process telemetry) and openclaw#71450 (preloaded SDK mode), both authored by @vincentkoc — corrected. - Telegram/webhook fix had no Thanks credit. Issue openclaw#71392 reporter @joelforsberg46-source identified the delivery-retry behaviour, so credit them on the entry.

@vincentkoc

… tool-result pruning entries Three entries were missing co-credits I should have preserved: - Diagnostics/OTEL exec-process spans (openclaw#71451): @vincentkoc implemented, but @jlapenna's openclaw#70424 proposed the broader tracing work this entry builds on. Now credits both. - Diagnostics/OTEL preloaded SDK (openclaw#71450): same pattern — credits @vincentkoc and @jlapenna. - Agents/tool-result pruning (openclaw#51267): @cgdusek's PR explicitly built on prior work in openclaw#39331 by @alvinttang and openclaw#34980 by @coffeexcoin. Now credits all three.

@jlapenna

… Unreleased Three of my (vincentkoc) entries were missing closing PR refs, and several maintainer-fix entries were missing credit for the user who reported the underlying issue: - Diagnostics/OTEL outbound delivery: add (openclaw#71471) and credit @jlapenna whose openclaw#70424 framed the broader tracing work. - Cron malformed legacy jobs: add (openclaw#71509). - OpenAI/Codex OAuth region failures: add (openclaw#71501) and credit reporter @wulala-xjj (openclaw#51175). - Telegram duplicate pollers: credit reporter @Co-Messi (openclaw#56230). - MCP/CLI one-shot retire: credit reporter @spartoviMD (openclaw#71457). - OpenAI/Codex image baseUrl canonicalize: credit reporter @GodsBoy (openclaw#71460). - Feishu TTS Ogg/Opus: credit reporters @sg1416-zg (openclaw#61249) and @ycjlb2023-peteryi (openclaw#37868). - MiniMax TTS portal OAuth: credit reporter @zx15210404690-hash (openclaw#55017). - MCP config reload disposal: credit reporter @xieyuanqing (openclaw#60656).

@vincentkoc

- Two Diagnostics/OTEL Changes entries credited issue openclaw#70424 (jlapenna's open meta-tracing proposal) as the PR ref. The actual implementing PRs landed as openclaw#71451 (exec-process telemetry) and openclaw#71450 (preloaded SDK mode), both authored by @vincentkoc — corrected. - Telegram/webhook fix had no Thanks credit. Issue openclaw#71392 reporter @joelforsberg46-source identified the delivery-retry behaviour, so credit them on the entry.

@vincentkoc

… tool-result pruning entries Three entries were missing co-credits I should have preserved: - Diagnostics/OTEL exec-process spans (openclaw#71451): @vincentkoc implemented, but @jlapenna's openclaw#70424 proposed the broader tracing work this entry builds on. Now credits both. - Diagnostics/OTEL preloaded SDK (openclaw#71450): same pattern — credits @vincentkoc and @jlapenna. - Agents/tool-result pruning (openclaw#51267): @cgdusek's PR explicitly built on prior work in openclaw#39331 by @alvinttang and openclaw#34980 by @coffeexcoin. Now credits all three.

@jlapenna

… Unreleased Three of my (vincentkoc) entries were missing closing PR refs, and several maintainer-fix entries were missing credit for the user who reported the underlying issue: - Diagnostics/OTEL outbound delivery: add (openclaw#71471) and credit @jlapenna whose openclaw#70424 framed the broader tracing work. - Cron malformed legacy jobs: add (openclaw#71509). - OpenAI/Codex OAuth region failures: add (openclaw#71501) and credit reporter @wulala-xjj (openclaw#51175). - Telegram duplicate pollers: credit reporter @Co-Messi (openclaw#56230). - MCP/CLI one-shot retire: credit reporter @spartoviMD (openclaw#71457). - OpenAI/Codex image baseUrl canonicalize: credit reporter @GodsBoy (openclaw#71460). - Feishu TTS Ogg/Opus: credit reporters @sg1416-zg (openclaw#61249) and @ycjlb2023-peteryi (openclaw#37868). - MiniMax TTS portal OAuth: credit reporter @zx15210404690-hash (openclaw#55017). - MCP config reload disposal: credit reporter @xieyuanqing (openclaw#60656).

jlapenna requested a review from a team as a code owner April 23, 2026 01:25

openclaw-barnacle Bot added extensions: diagnostics-otel Extension: diagnostics-otel docker Docker and sandbox tooling agents Agent runtime and tooling size: XL labels Apr 23, 2026

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chore: address remaining PR feedback for otel telemetry

3bf4240

This was referenced Apr 25, 2026

fix(diagnostics-otel): support preloaded sdk mode #71450

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feat(diagnostics): emit exec process telemetry #71451

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feat(diagnostics): add outbound delivery lifecycle events #71471

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vincentkoc closed this Apr 25, 2026

vincentkoc mentioned this pull request Apr 25, 2026

fix(diagnostics): trust internal trace parents #71574

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Confidence Score: 2/5

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