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🐛 fix(heterogeneous-agent): surface Codex terminal errors and trace CLI output#14166

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Apr 25, 2026
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🐛 fix(heterogeneous-agent): surface Codex terminal errors and trace CLI output#14166
arvinxx merged 2 commits into
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fix/codex-error-surfacing

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@arvinxx arvinxx commented Apr 25, 2026

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💻 Change Type

  • 🐛 fix

🔀 Description of Change

Improve Codex CLI error surfacing and add a dev-mode trace dump so failures can be diagnosed end-to-end.

  • Adapter: map Codex error / turn.failed events to a terminal error event (with clearEchoedContent), so UI no longer shows a stuck stream when the CLI bails out. Includes a JSON-aware error message extractor.
  • Controller: when the process exits with stderr, filter out the noisy Reading prompt from stdin... status line and WARN ... log blocks before reporting, so the user sees the actual error rather than tracing noise.
  • Controller (dev only): persist stdin.txt / stdout.jsonl / stderr.log / meta.json to .heerogeneous-tracing/<agent>/<timestamp>-<sessionId>/ while the CLI runs. Disabled in tests and packaged builds.

🧪 How to Test

  • Tested locally
  • Added/updated tests
  • No tests needed

Unit tests cover:

  • CodexAdapter emitting terminal error events for error / turn.failed and not double-emitting after the first
  • HeterogeneousAgentCtr stderr filtering for Codex
  • heterogeneousAgentExecutor handling of the new terminal error path

📝 Additional Information

The trace directory is .heerogeneous-tracing (already in .gitignore workspace-side). Files are written via an append queue; nothing is written when packaged or under NODE_ENV=test.

…LI output

- Map Codex `error` / `turn.failed` events to terminal error events
- Filter noisy WARN blocks from Codex stderr when reporting exit errors
- Persist CLI stdin/stdout/stderr to .heerogeneous-tracing/ in dev mode

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

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Project Deployment Actions Updated (UTC)
lobehub Ready Ready Preview, Comment Apr 25, 2026 11:04am

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@dosubot dosubot Bot added the size:L This PR changes 100-499 lines, ignoring generated files. label Apr 25, 2026

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💡 Codex Review

Here are some automated review suggestions for this pull request.

Reviewed commit: 022335ef32

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Codex can also answer questions or update the PR. Try commenting "@codex address that feedback".

Comment thread apps/desktop/src/main/controllers/HeterogeneousAgentCtr.ts
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Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 67.59%. Comparing base (01f6858) to head (e13786d).
⚠️ Report is 5 commits behind head on canary.

Additional details and impacted files
@@            Coverage Diff            @@
##           canary   #14166     +/-   ##
=========================================
  Coverage   67.59%   67.59%             
=========================================
  Files        2192     2192             
  Lines      188963   188947     -16     
  Branches    23276    19623   -3653     
=========================================
- Hits       127721   127713      -8     
+ Misses      61113    61105      -8     
  Partials      129      129             
Flag Coverage Δ
app 60.62% <ø> (+<0.01%) ⬆️
database 92.22% <ø> (ø)
packages/agent-runtime 79.82% <ø> (ø)
packages/context-engine 83.23% <ø> (ø)
packages/conversation-flow 92.40% <ø> (ø)
packages/file-loaders 87.02% <ø> (ø)
packages/memory-user-memory 74.74% <ø> (ø)
packages/model-bank 99.89% <ø> (ø)
packages/model-runtime 84.27% <ø> (ø)
packages/prompts 70.14% <ø> (ø)
packages/python-interpreter 92.90% <ø> (ø)
packages/ssrf-safe-fetch 0.00% <ø> (ø)
packages/utils 88.41% <ø> (ø)
packages/web-crawler 88.66% <ø> (ø)

Flags with carried forward coverage won't be shown. Click here to find out more.

Components Coverage Δ
Store 67.15% <ø> (ø)
Services 53.24% <ø> (ø)
Server 66.63% <ø> (-0.01%) ⬇️
Libs 53.30% <ø> (ø)
Utils 80.04% <ø> (ø)
🚀 New features to boost your workflow:
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`mkdir(dir, { recursive: true })` would otherwise materialize a stale or
typo'd cwd from scratch, swallowing the configuration error and running
the agent in an unintended empty directory. Probe `cwd` first and bail
out of trace setup so spawn() surfaces the real failure.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
@arvinxx arvinxx merged commit 66c25cc into canary Apr 25, 2026
35 checks passed
@arvinxx arvinxx deleted the fix/codex-error-surfacing branch April 25, 2026 11:16
Innei pushed a commit that referenced this pull request Apr 25, 2026
…LI output (#14166)

* 🐛 fix(heterogeneous-agent): surface Codex terminal errors and trace CLI output

- Map Codex `error` / `turn.failed` events to terminal error events
- Filter noisy WARN blocks from Codex stderr when reporting exit errors
- Persist CLI stdin/stdout/stderr to .heerogeneous-tracing/ in dev mode

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* 🐛 fix(heterogeneous-agent): skip trace when cwd is missing

`mkdir(dir, { recursive: true })` would otherwise materialize a stale or
typo'd cwd from scratch, swallowing the configuration error and running
the agent in an unintended empty directory. Probe `cwd` first and bail
out of trace setup so spawn() surfaces the real failure.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
@arvinxx arvinxx mentioned this pull request Apr 27, 2026
arvinxx added a commit that referenced this pull request Apr 27, 2026
# 🚀 LobeHub v2.1.53 (20260427)

**Release Date:** April 27, 2026
**Since v2.1.52:** 194 merged PRs · 17 contributors

> Introduce Heterogeneous Agent — Claude Code and Codex run as
first-class desktop runtimes, paired with a new Agent Signal package,
sharper desktop UX, and a wave of flagship model additions.

---

## ✨ Highlights

- **Introduce Heterogeneous Agent** — Claude Code and Codex run as
first-class desktop agents: subagent rendering, partial-message
streaming, multi-turn resume, terminal error surfacing, rich tool
inspectors, and runtime polish. (#14162, #13754, #14067, #14001, #13970,
#13942)
- **Screen capture & Quick Chat tray** — New desktop screen capture
overlay (macOS permission-gated) with Quick Chat tray and upload
pipeline improvements; chat input auto-focuses on overlay mount.
(#13818, #14097, #14105)
- **Desktop topic & tab UX** — Dedicated topic popup window with
cross-window sync, Cmd+W/Cmd+T tab shortcuts, TabBar polish, recent
working directories expanded to 20, and human approval notifications.
(#13957, #13983, #13972, #14036, #14092)
- **Git workflow built-in** — One-click pull/push from the branch chip,
ahead/behind badge, and submodule/worktree repo detection. (#14041,
#13980, #13978)
- **Agent Signal package** — New `@lobechat/agent-signal` runtime for
dynamic memory feedback signals, with OTel metrics and self-iteration in
Lab. (#14157, #14170, #14159, #14169, #14187)
- **New models** — Claude Opus 4.7 with `xhigh` effort tier, GPT-5.5,
DeepSeek V4 Flash/Pro with reasoning slider, Kimi K2.6, MiMo-V2.5/Pro,
gpt-image-2, Qwen3.6 Flash/Plus, and Pixverse-c1. (#13903, #14147,
#14114, #14004, #14089, #14039, #13923)
- **New providers** — OpenCode Zen, OpenCode Go, and Azure OpenAI Router
runtime. (#13943, #14064, #13823)
- **Mobile settings overhaul** — Full settings menu and responsive
profile layout for mobile. (#14019)

---

## 🏗️ Heterogeneous Agent

- Claude Code runtime, working-directory awareness, and sidebar polish.
(#13970)
- CC subagent rendering with persistent streamed text; parallel-tool
orphan fix. (#14001, #13968, #14024)
- Per-step usage persisted to each step assistant message. (#13964)
- Per-phase workflow expand defaults; full-expand toggle with
three-level expansion. (#14171, #13906)
- Hetero-mode actions bar; tool inspector polish. (#13963, #14034,
#14030)
- Codex desktop integration with rich tool rendering and devtools
preview. (#14067, #14100)
- Codex terminal error surfacing and CLI output tracing. (#14166)
- Tighten `isCanUseVision` default and add aggregator fallback. (#14172)
- Persist `ccSessionId` in topic metadata for CC multi-turn resume.
(#13902)
- CC account card, topic filter, and integration polish. (#13955,
#13942, #13950)
- Token-level deltas streamed via `--include-partial-messages`. (#13929)

---

## 🧠 Agent Signal & Self-Iteration

- New `@lobechat/agent-signal` package with dynamic feedback signals.
(#14157)
- AgentSignalRuntime wired through agent-tracing and observability-otel
metrics. (#14170, #14159)
- Self-iteration feature flag added to Lab; front-side flag check.
(#14169, #14186)
- Signal policy for receiving memory feedback dynamically. (#14187)

---

## 💬 Conversation

- Queue follow-up sends during running CC turns. (#14179)
- Persist per-topic chat scroll position; pin user message + fold long
messages. (#14191, #14056)
- Inline resend when editing last user message. (#14080)
- Disable first-block markdown streaming to prevent flicker. (#14193,
#13904)
- Prevent Markdown stream replay when vlist remounts streaming items.
(#14086)
- Stop repinning after manual scroll; unify scroll-to-user + spacer
hooks. (#14099, #14132)

---

## 📱 Platforms & Integrations

### Desktop / Electron

- Screen capture overlay, Quick Chat tray, and upload pipeline
improvements. (#13818)
- macOS permission gate for screen capture; auto-focus chat panel input.
(#14097, #14105)
- Dedicated topic popup window with cross-window sync. (#13957)
- TabBar polish: `+` button for new topic, dark theme blend, close icon
by default. (#13972, #14203, #13973)
- Recent working directories expanded from 5 to 20; submodule/worktree
repo detection. (#14036, #13978)
- Cmd+W / Cmd+T tab shortcuts and global shortcut consolidation.
(#13983, #13880)
- Linux icon configuration; human approval desktop notifications.
(#14042, #14092)

### Git Workflow

- One-click pull/push from branch chip; ahead/behind badge with
refactored GitCtr. (#14041, #13980)

### Mobile

- Full settings menu and responsive profile layout. (#14019)
- Agent route added to mobile router; mobile agent topic route
registered. (#14103, #14158)
- Session list skeleton row layout corrected. (#14040)

### Bot / Messaging

- DM strategy support; bot emoji and markdown render optimization.
(#14201, #14091, #14140)
- Slack webhook fix; bot platform setup guide reference. (#14052,
#14121)

---

## 🤖 Models & Providers

### New models

- **Claude Opus 4.7** with `xhigh` effort tier; strip temperature/top_p.
(#13903, #13909)
- **GPT-5.5**. (#14147)
- **DeepSeek V4** Flash/Pro cards with reasoning slider; cache-hit and
Pro discount pricing. (#14114, #14209, #14196, #14131)
- **Kimi K2.6** model with LobeHub-hosted card. (#14004, #14006)
- **MiMo-V2.5 / V2.5-Pro**. (#14089)
- **gpt-image-2**, **Qwen3.6 Flash/Plus**, **Pixverse-c1**. (#14039,
#13923)

### New providers

- **OpenCode Zen** and **OpenCode Go** with env-var support. (#13943,
#14064)
- **Azure OpenAI Router** runtime support. (#13823)
- Model alias mapping for image and video runtimes. (#13896)
- Seedance video models migrated to Dreamina. (#14144)

### Runtime reliability

- Sanitize invalid tool_call arguments to unbreak strict providers.
(#14033)
- Tolerate null `function.name` in streaming tool_call deltas. (#14139)
- Preserve Gemini 3 `thoughtSignature` in `call_tools_batch`
normalization. (#14032)
- Downgrade `image_url` parts when target model lacks vision. (#14029)
- Preserve Cloudflare provider error context. (#14136)
- Use `safety_identifier` for OpenAI Responses API. (#14148)
- Unwrap underlying PG error in `formatErrorEventData`. (#14038)

---

## 🖥️ User Experience

- **Onboarding** — Preset agent naming suggestions, structured hunk ops
for `updateDocument`, persona analytics snapshot, footer promotion
pipeline, wrap-up button. (#13931, #13989, #13930, #13853, #13934)
- **Document workflow** — Agent documents promoted as primary workspace
panel; history management and compare workflow; web-crawl docs
associated with agent documents. (#13924, #13725, #13893)
- **cmdk** — Agent identity surfaced on topic search results;
topic/message search scoped to current agent. (#14204, #13960)
- **Floating chat panel** and workspace improvements. (#13887)
- **Topic completion status** with dropdown action and filter. (#14005)

---

## 🔧 Tooling

- Redis-backed feature flag provider for runtime config. (#14098)
- Vite upgraded to 8.0.0 with Rolldown strict execution order. (#12720,
#14058)
- `@lobechat/model-bank` automated npm release with provenance. (#14015,
#14017, #14018)
- Skill activation fallback when `activateTools` cannot find identifier.
(#14010)
- Cron tool: timezone and existing jobs injected into system prompt;
clarified `lobe-gtd` and `lobe-cron` descriptions. (#14012, #14013)

---

## 🔒 Security & Reliability

- **Security:** uuid bumped to v14 (advisory). (#14083)
- **Security:** validate avatar URL and scope old-avatar deletion to
owner. (#13982)
- **Security:** clear OIDC sessions on better-auth signout; return 401
(not 500) for expired OIDC JWT. (#13916, #14014)
- **Reliability:** scope pending-approval check to current assistant
turn. (#14182)
- **Reliability:** sanitize heterogeneous-agent attachment cache
filenames. (#13937)
- **Reliability:** reduce subagent task status error noise. (#14026)

---

## 👥 Contributors

Huge thanks to **17 contributors** who shipped **194 merged PRs** this
week.

@hardy · @shaun0927 · @hezhijie0327 · @sxjeru · @arvinxx · @Innei ·
@tjx666 · @lijian · @neko · @rdmclin2 · @AmAzing129 · @sudongyuer ·
@CanisMinor · @rivertwilight

Plus @lobehubbot and renovate[bot] for maintenance.

---

**Full Changelog**:
v2.1.52...v2.1.53
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