Files
shivammittal274 df0f45dd29 Feat: eval debug dev ci (#869)
* chore(eval): instrument server startup to root-cause dev CI health-check timeouts

Three diagnostics + one config swap to investigate why the eval-weekly
workflow has been failing on dev since 2026-04-25 with "Server health
check timed out" (every worker, every retry).

Background:
- Last successful weekly eval on dev: 2026-04-18 (sha f5a2b73)
- Since then, ~30 server commits landed including Lima/VM runtime,
  OpenClaw service, ACL system, ACP SDK — 108 server files changed,
  ~13K LOC added.
- Server process spawns cleanly in CI (PID logged) but never binds
  /health within the 30s eval-side timeout. Static analysis finds no
  obvious blocker; we need runtime evidence.

Changes:

1. apps/server/package.json — add `start:ci` script (no `--watch`).
   The default `start` uses `bun --watch` which forks a child process
   that watches every file in the import graph. Dev's graph is ~108
   files larger than main's; on a cold CI runner the watcher setup is a
   plausible source of multi-second startup overhead.

2. apps/eval/src/runner/browseros-app-manager.ts:
   - Use `start:ci` when `process.env.CI` is set (true on
     GitHub-hosted runners by default), else `start`.
   - Capture per-worker server stderr to /tmp/browseros-server-logs/
     instead of ignoring it. Without this we have no visibility into
     why the server is hung pre-/health.
   - Bump SERVER_HEALTH_TIMEOUT_MS 30s -> 90s. Dev's larger module
     graph may simply need more cold-start time on CI.

3. .github/workflows/eval-weekly.yml — upload the server logs dir as a
   workflow artifact (always, not just on success) so we can post-mortem
   any startup failure on the next run.

4. configs/agisdk-real-smoke.json — swap K2.5 from OpenRouter ->
   Fireworks (bypasses the OpenRouter per-key spend cap that has been
   eating recent runs) and drop num_workers 10 -> 4 (well below the
   Fireworks per-account TPM threshold that overwhelmed the original
   2026-04-23 run).

Plan: trigger the eval-weekly workflow on this branch with the agisdk
config and observe (a) whether it gets past server startup, and
(b) if it doesn't, what the captured server stderr says.

* fix(eval): capture stdout too — pino logger writes to stdout, not stderr

Previous diagnostic patch only redirected stderr; the captured per-worker
log files came back as 0 bytes because the server uses pino which writes
all log output to stdout (fd 1), not stderr (fd 2). Capture both into
the same file.

* fix(server): catch sync throw from OpenClaw constructor on Linux

The container runtime constructor in OpenClawService throws synchronously
on non-darwin platforms, e.g. GitHub Actions Linux runners. The existing
.catch() on tryAutoStart() only handles async throws inside auto-start —
the sync throw from configureOpenClawService(...) itself propagates up
through Application.start() and crashes the process via index.ts:48
(process.exit(EXIT_CODES.GENERAL_ERROR)).

This is what's been killing dev's eval-weekly CI: the server crashes in
milliseconds, the eval client polls /health, gets nothing, times out.

Fix: wrap the configureOpenClawService call in try/catch matching the
existing .catch() intent (best-effort, don't crash). Server continues
without OpenClaw on platforms where it can't initialize.

Verified by reading captured server stdout from run 25123195126:
  Failed to start server: error: browseros-vm currently supports macOS only
    at buildContainerRuntime (container-runtime-factory.ts:54:11)
    at new OpenClawService (openclaw-service.ts:652:15)
    at configureOpenClawService (openclaw-service.ts:1527:19)
    at start (main.ts:127:5)

* fix(server): defer OpenClaw chat client port lookup to request time

apps/server/src/api/server.ts:149 was calling getOpenClawService().getPort()
synchronously when constructing the OpenClawGatewayChatClient inside the
createHttpServer object literal. On non-darwin platforms this throws via
the OpenClawService constructor → buildContainerRuntime, escaping the
try/catch added in 5cf7b765 (which only protected the configureOpenClawService
call further down in main.ts).

Every other getOpenClawService() reference in server.ts is already wrapped
in an arrow function. This was the lone holdout. Make it lazy too: change
the chat client constructor to take getHostPort: () => number instead of
hostPort: number, evaluate it inside streamTurn at request time. Behavior
on darwin is unchanged.

This unblocks dev's eval-weekly CI on Linux runners where OpenClaw isn't
available — the chat endpoint isn't exercised by the eval, so a deferred
throw is acceptable.

* fix(server): allow Linux to skip OpenClaw via BROWSEROS_SKIP_OPENCLAW=1

Earlier surgical fixes (try/catch in main.ts, lazy chat client port) didn't
unblock dev's Linux CI — same throw kept reproducing. Whether this is bun
caching stale stack frames or a missed eager call site, the safer move is
to fix it at the root: make buildContainerRuntime never throw on Linux
when the runner has explicitly opted out.

Adds BROWSEROS_SKIP_OPENCLAW env check alongside the existing NODE_ENV=test
escape hatch in container-runtime-factory.ts. When set, returns the existing
UnsupportedPlatformTestRuntime stub — server boots normally, /health binds,
any actual OpenClaw API call still fails loudly at request time.

eval-weekly.yml sets the flag for the Linux runner. Darwin behavior and
non-CI Linux behavior unchanged (without the flag they still throw).

* feat(eval): align Clado action executor with new endpoint contract

David Shan shared the updated Clado BrowserOS Action Model spec.
Changes to match it:

- Bump endpoint URL + model id to the 000159-merged checkpoint
  (clado-ai--clado-browseros-action-000159-merged-actionmod-f4a6ef)
  in browseros-oe-clado-weekly.json and the README example.
- CLADO_REQUEST_TIMEOUT_MS 120s → 360s. Cold start can take ~5 min;
  the 2-min ceiling was failing every cold-start request.
- Treat HTTP 200 with action=null / parse_error as an INVALID step
  instead of aborting the executor loop. The model can self-correct
  on the next call. Cap consecutive parse failures at 3 to avoid
  infinite loops.
- Capture final_answer from end actions. Surface it in the observation
  back to the orchestrator so its task answer can use the model's
  declared result.
- Add macOS Cmd-* key mappings (M-a, M-c, M-v, M-x → Meta+A/C/V/X).
- Switch screenshot format from webp → png to match the documented
  "PNG or JPEG" contract.

* chore(eval): refresh test-clado-api script for new Clado contract

Updated the local smoke-test to match the new Clado endpoint and
response contract:

- New action + health URLs (000159-merged checkpoint).
- Drop the grounding-model branch (orchestrator-executor doesn't
  use it; the README David shared only documents the action model).
- Health-check waits up to 6 minutes for cold start with a 30s
  warning so the operator knows it's spinning up.
- Print every documented response field (action, x/y, text, key,
  direction, amount, drag start/end, time, final_answer, thinking,
  parse_error, inference_time_seconds).
- Three-step run that exercises a click, a typing continuation
  with formatted history, and an end+final_answer probe.

* chore(eval): point clado weekly config at agisdk-real

Switches the orchestrator-executor + Clado weekly config to run on the
AGI SDK / REAL Bench task set with the deterministic agisdk_state_diff
grader. Matches the orchestrator-executor smoke target (Fireworks K2.5
orchestrator + Clado action executor) we want to track week-over-week.

* chore(eval): run clado weekly headless

Default to headless so the weekly job (and local repros) don't pop ten
visible Chrome windows. Set headless=false locally if you need to watch
a worker.

* fix(eval): address Greptile P1+P2 on server log fd handling

P1: openSync was outside the mkdirSync try/catch, so a swallowed mkdir
failure (e.g. unwritable custom BROWSEROS_SERVER_LOG_DIR) would leave the
log directory missing and crash the server spawn with ENOENT. Move openSync
into the same try block; fall back to /dev/null so spawn always succeeds.

P2: the log fd was opened on every server start but never closed. Each
restart attempt leaked one fd across all workers — over a long eval run
that could exhaust the process fd limit. Track the fd on the manager and
closeSync it in killApp() right after the server process exits (the child's
dup keeps the file open until it exits, so we don't truncate output).
2026-04-30 01:33:49 +05:30
..
2026-04-30 01:33:49 +05:30
2026-04-24 10:41:20 -07:00
2026-03-17 19:01:10 +05:30
2026-04-30 01:33:49 +05:30

BrowserOS Server

MCP server and AI agent loop powering BrowserOS browser automation. This is the core backend — it connects to Chromium via CDP, exposes 53+ MCP tools, and runs the AI agent that interprets natural language into browser actions.

Runtime: Bun · Framework: Hono · AI: Vercel AI SDK · License: AGPL-3.0

Architecture

┌──────────────────────────────────────────────────────────────────────┐
│                         MCP Clients                                  │
│           (Agent UI, Claude Code, Gemini CLI, browseros-cli)         │
└──────────────────────────────────────────────────────────────────────┘
                                │
                                │ HTTP / SSE / StreamableHTTP
                                ▼
┌──────────────────────────────────────────────────────────────────────┐
│                    BrowserOS Server (Bun)                             │
│                                                                      │
│   /mcp ─────── MCP tool endpoints (53+ tools)                       │
│   /chat ────── Agent streaming (AI SDK)                              │
│   /health ─── Health check                                           │
│                                                                      │
│   ┌─────────────────────────────────────────────────────────────┐   │
│   │  Agent Loop                                                  │   │
│   │  ├── Multi-provider AI SDK (OpenAI, Anthropic, Google, ...) │   │
│   │  ├── Session & conversation management                       │   │
│   │  ├── Context overflow handling + compaction                  │   │
│   │  └── MCP client for external tool servers                    │   │
│   └─────────────────────────────────────────────────────────────┘   │
│                                                                      │
│   ┌─────────────────────────────────────────────────────────────┐   │
│   │  CDP-backed browser tools                                   │   │
│   │  (tabs, bookmarks, history, navigation, tab groups,         │   │
│   │   screenshots, DOM, network, console, input)                │   │
│   └─────────────────────────────────────────────────────────────┘   │
└──────────────────────────────────────────────────────────────────────┘
                                │
                                │ Chrome DevTools Protocol
                                ▼
                     ┌─────────────────────┐
                     │   Chromium CDP      │
                     │  (port 9000)        │
                     │                     │
                     │  DOM, network,      │
                     │  input, screenshots │
                     └─────────────────────┘

MCP Tools

53+ tools organized by category:

Category Tools
Navigation new_page, navigate, go_back, go_forward, reload
Input click, type, press_key, hover, scroll, drag, fill, clear, focus, check, uncheck, select_option, upload_file
Observation take_snapshot, take_enhanced_snapshot, extract_text, extract_links
Screenshots take_screenshot, save_screenshot
Evaluation evaluate_script
Pages list_pages, active_page, close_page, new_hidden_page
Windows window_list, window_create, window_close, window_activate
Bookmarks bookmark_list, bookmark_create, bookmark_remove, bookmark_update, bookmark_move, bookmark_search
History history_search, history_recent, history_delete, history_delete_range
Tab Groups group_list, group_create, group_update, group_ungroup, group_close
Filesystem ls, read, write, edit, find, grep, bash
Memory read_core, update_core, read_soul, update_soul, search_memory, write_memory
DOM dom, dom_search
Console get_console_messages
Other browseros_info, handle_dialog, wait_for, download, export_pdf, output_file, nudges

Agent Loop

The agent loop uses the Vercel AI SDK to orchestrate multi-step browser automation:

  • Multi-provider support — OpenAI, Anthropic, Google, Azure, Bedrock, OpenRouter, Ollama, LM Studio, and any OpenAI-compatible endpoint
  • Session management — conversations persist in a local SQLite database
  • Context overflow handling — automatic message compaction when context windows fill up
  • MCP client — connects to external MCP servers for additional tool access (40+ app integrations)
  • Tool adapter — bridges MCP tool definitions to AI SDK tool format

Provider Factory

The provider factory (src/agent/provider-factory.ts) creates AI SDK providers from runtime configuration, supporting hot-swapping between providers without restart.

Skills System

Skills are custom instruction sets that shape agent behavior:

  • Catalog (src/skills/catalog.ts) — registry of available skills
  • Defaults (src/skills/defaults/) — built-in skill definitions
  • Loader (src/skills/loader.ts) — loads skills from local and remote sources
  • Remote sync (src/skills/remote-sync.ts) — syncs skills from the BrowserOS cloud

Dependencies

Notable runtime dependencies worth calling out:

  • @agentclientprotocol/sdk — Agent Client Protocol SDK. Powers the upcoming ACP bridge that drives chat, history, cancellation, and per-session realtime state by spawning openclaw acp as a child process and consuming JSON-RPC over stdio. Wiring code lands in src/api/services/acp/ in subsequent commits.

Directory Structure

apps/server/
├── src/
│   ├── index.ts               # Server entry point
│   ├── main.ts                # Server initialization
│   ├── api/                   # HTTP route handlers
│   ├── agent/                 # Agent loop
│   │   ├── ai-sdk-agent.ts    # Main agent implementation
│   │   ├── provider-factory.ts# LLM provider factory
│   │   ├── session-store.ts   # Conversation persistence
│   │   ├── compaction.ts      # Context window management
│   │   ├── mcp-builder.ts     # External MCP client setup
│   │   └── tool-adapter.ts    # MCP → AI SDK tool bridge
│   ├── browser/               # Browser connection layer
│   ├── tools/                 # MCP tool implementations
│   │   ├── navigation.ts
│   │   ├── input.ts
│   │   ├── snapshot.ts
│   │   ├── memory/
│   │   ├── filesystem/
│   │   └── ...
│   ├── skills/                # Skills system
│   ├── lib/                   # Shared utilities
│   └── rpc.ts                 # JSON-RPC type definitions
├── tests/
│   ├── tools/                 # Tool-level tests
│   └── server.integration.test.ts
└── package.json

Development

Prerequisites

  • Bun runtime
  • A running BrowserOS instance (for CDP connectivity)

Setup

# Copy environment files
cp .env.example .env.development

# Start the server (with hot reload)
bun run start

See the agent monorepo README for full environment variable reference and dev:watch setup.

Testing

bun run test:tools          # Tool-level tests
bun run test:integration    # Full integration tests (requires running BrowserOS)

Building

# Build cross-platform server binaries
bun run build

# Build for specific targets
bun scripts/build/server.ts --target=darwin-arm64,linux-x64

# Build without uploading to R2
bun scripts/build/server.ts --target=all --no-upload

Ports

Port Env Variable Purpose
9100 BROWSEROS_SERVER_PORT HTTP server (MCP, chat, health)
9000 BROWSEROS_CDP_PORT Chromium CDP (server connects as client)
9300 BROWSEROS_EXTENSION_PORT Legacy BrowserOS launch arg kept for compatibility