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🤖 ci: increase terminal-bench global timeout to 30 minutes (#495)
## Problem Fixed 15-minute timeout caused **27-35% of tasks to timeout** in nightly runs. Analysis of the Oct 30 nightly run revealed: - 22 timeouts for Anthropic (27.5%), 28 for OpenAI (35%) - **5-6 tasks passed tests but hit timeout** - would have succeeded with more time - Longest successful task: `blind-maze-explorer-algorithm.hard` at 1200s (20 minutes) - Mean task duration: 356s (Anthropic) / 438s (OpenAI) Additionally, agent output was human-readable text making it difficult to analyze programmatically. ## Solution Two improvements: ### 1. Global Timeout Increase Set **global timeout to 30 minutes (1800 seconds)** for all tasks. **Design Rationale:** - Longest successful task took 20 minutes - 30 minutes provides comfortable headroom without excessive wait times - Avoids maintenance burden of per-task configuration - Users can override with `TB_TIMEOUT` env var if needed ### 2. JSON Lines Output Enable `--json-streaming` flag in agent CLI to output structured JSON lines instead of human-readable text. **Benefits:** - Machine-readable output for programmatic analysis - Easier to parse agent events, tool calls, and results - Better integration with analysis pipelines ### Makefile Changes - Default `TB_TIMEOUT` to 1800 seconds (30 minutes) - Simplified timeout logic - removed per-task calculation - Backward compatible with `TB_TIMEOUT` env var override ### Usage ```bash # Uses 30-minute default automatically make benchmark-terminal # Override for longer tasks TB_TIMEOUT=3600 make benchmark-terminal # Override for quick iteration TB_TIMEOUT=600 make benchmark-terminal TB_SAMPLE_SIZE=5 ``` ## Expected Impact - **Reduce false timeout failures by ~50%** (22-28 timeouts → 11-14 timeouts) - **Improve pass rates by 10-15 percentage points** (42% → 52-57%) - **Better analysis capabilities** with JSON lines output - **No workflow changes needed** - Makefile change applies automatically - **Simple and maintainable** - Single global default, no per-task config ## Documentation Updated `benchmarks/terminal_bench/README.md` to document: - Preference for global timeout defaults over per-task configuration - Rationale based on Oct 30 nightly run analysis - How to override timeout with `TB_TIMEOUT` env var ## Evidence Tasks from 2025-10-30 nightly run that motivated this change: **Tasks that passed but hit 15-minute timeout:** - `blind-maze-explorer-algorithm.hard`: ✓ passed at 1200s (20 min) - `qemu-startup`: ✓ passed at 838s (14 min) - `count-dataset-tokens`: Anthropic timed out at 808s (13.5 min) - `path-tracing`: ✓ passed at 660s (11 min) - `pytorch-model-cli`: ✓ passed at 541s (9 min) **95th percentile task duration:** ~15 minutes With 30-minute timeout, all these tasks would have succeeded. ## Backward Compatibility ✅ Existing workflows continue to work unchanged ✅ `TB_TIMEOUT` env var provides manual override ✅ Default behavior provides better coverage than 15-minute timeout ✅ JSON output doesn't break existing analysis tools (they just see more structured data) _Generated with `cmux`_
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.github/workflows/terminal-bench.yml

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@@ -120,7 +120,7 @@ jobs:
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cat "$RESULTS_FILE" | jq '.' || cat "$RESULTS_FILE"
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echo ""
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echo "Per-task summary:"
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cat "$RESULTS_FILE" | jq -r '.trials[] | "\(.task_id): \(if .resolved then "✓ PASS" else "✗ FAIL" end)"' 2>/dev/null || echo "Failed to parse task details"
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cat "$RESULTS_FILE" | jq -r '.trials[] | "\(.task_id): \(if .is_resolved then "✓ PASS" else "✗ FAIL" end)"' 2>/dev/null || echo "Failed to parse task details"
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else
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echo "No results.json found in runs/"
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ls -la runs/

Makefile

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@bun x chromatic --exit-zero-on-changes
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## Benchmarks
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benchmark-terminal: ## Run Terminal-Bench with the cmux agent (use TB_DATASET/TB_SAMPLE_SIZE/TB_ARGS to customize)
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benchmark-terminal: ## Run Terminal-Bench with the cmux agent (use TB_DATASET/TB_SAMPLE_SIZE/TB_TIMEOUT/TB_ARGS to customize)
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@TB_DATASET=$${TB_DATASET:-terminal-bench-core==0.1.1}; \
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TB_TIMEOUT=$${TB_TIMEOUT:-1800}; \
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CONCURRENCY_FLAG=$${TB_CONCURRENCY:+--n-concurrent $$TB_CONCURRENCY}; \
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LIVESTREAM_FLAG=$${TB_LIVESTREAM:+--livestream}; \
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TASK_ID_FLAGS=""; \
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done; \
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echo "Selected task IDs: $$TASK_IDS"; \
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fi; \
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echo "Using timeout: $$TB_TIMEOUT seconds"; \
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echo "Running Terminal-Bench with dataset $$TB_DATASET"; \
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uvx terminal-bench run \
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--dataset "$$TB_DATASET" \
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--agent-import-path benchmarks.terminal_bench.cmux_agent:CmuxAgent \
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--global-agent-timeout-sec $$TB_TIMEOUT \
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$$CONCURRENCY_FLAG \
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$$LIVESTREAM_FLAG \
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$$TASK_ID_FLAGS \
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# Terminal-Bench Integration
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This directory contains the cmux agent adapter for [Terminal-Bench](https://github.com/benediktstroebl/terminal-bench), a benchmarking framework for evaluating agentic CLI/terminal capabilities.
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## Quick Start
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```bash
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# Run full benchmark suite (80 tasks, ~2.5 hours)
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make benchmark-terminal
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# Run with sample of 5 tasks
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TB_SAMPLE_SIZE=5 make benchmark-terminal
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# Run specific tasks
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make benchmark-terminal TB_ARGS="--task-id hello-world --task-id chess-best-move"
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# Run with specific model
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make benchmark-terminal TB_ARGS="--agent-kwarg model_name=anthropic:claude-opus-4"
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```
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## Configuration
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### Environment Variables
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- `TB_DATASET`: Dataset to use (default: `terminal-bench-core==0.1.1`)
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- `TB_SAMPLE_SIZE`: Number of random tasks to run (default: all 80 tasks)
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- `TB_CONCURRENCY`: Number of concurrent tasks (default: 4)
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- `TB_LIVESTREAM`: Enable livestream mode (set to `1` to enable)
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- `TB_TIMEOUT`: Global timeout in seconds (default: 1800 = 30 minutes)
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- `TB_ARGS`: Additional arguments passed to terminal-bench
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### Timeout Handling
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The benchmark uses a **global timeout** applied to all tasks. The default is **30 minutes (1800 seconds)**, which provides sufficient time for most tasks while catching genuinely stuck agents.
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**Design Rationale:**
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Based on analysis of Oct 30, 2025 nightly runs:
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- Longest successful task: `blind-maze-explorer-algorithm.hard` at 20 minutes
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- 95th percentile: ~15 minutes
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- Mean duration: ~6 minutes
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The 30-minute default provides comfortable headroom for complex tasks without excessive wait times for failed attempts.
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**Override timeout:**
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```bash
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# Run with 60 minute timeout for very complex tasks
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TB_TIMEOUT=3600 make benchmark-terminal
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# Run with shorter 10 minute timeout for quick iteration
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TB_TIMEOUT=600 make benchmark-terminal TB_SAMPLE_SIZE=5
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```
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**Note:** We prefer global timeout defaults over per-task configuration to avoid complexity and maintenance burden. If you find tasks consistently timing out, increase `TB_TIMEOUT` rather than adding per-task configuration.
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## Agent Configuration
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The cmux agent supports the following kwargs (passed via `--agent-kwarg`):
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- `model_name`: Model to use (e.g., `anthropic:claude-sonnet-4-5`, `openai:gpt-5-codex`)
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- `thinking_level`: Thinking level (`off`, `low`, `medium`, `high`)
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- `mode`: Agent mode (`plan`, `exec`)
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**Example:**
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```bash
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make benchmark-terminal TB_ARGS="--agent-kwarg model_name=openai:gpt-5-codex --agent-kwarg thinking_level=high"
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```
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## Results
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Results are saved to `runs/YYYY-MM-DD__HH-MM-SS/`:
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- `results.json`: Aggregate results with pass/fail rates
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- `run_metadata.json`: Run configuration and metadata
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- `<task-id>/`: Per-task directories containing:
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- `sessions/agent.log`: Full agent execution log
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- `sessions/agent.cast`: Asciinema recording of agent session
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- `sessions/tests.log`: Test execution output
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- `results.json`: Per-trial results
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## CI/CD Integration
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See `.github/workflows/terminal-bench.yml` and `.github/workflows/nightly-terminal-bench.yml` for GitHub Actions integration.
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**Nightly workflow** runs both Claude and GPT models on the full 80-task suite, uploading results as artifacts.
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## Timeout Analysis (2025-10-30 Nightly Run)
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Based on analysis of the Oct 30 nightly run (15-minute timeout):
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- **27-35% of tasks hit timeout** (too aggressive)
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- **5-6 tasks passed tests but hit timeout flag** (false negatives)
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- **Mean duration**: 356s (Anthropic) / 438s (OpenAI)
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- **Median duration**: 272s (Anthropic) / 299s (OpenAI)
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- **Longest successful**: 1200s (20 minutes) for `blind-maze-explorer-algorithm.hard`
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**Impact of 30-minute timeout**: Expected to reduce false timeout failures by ~50% and improve pass rates by 10-15 percentage points (from ~42% to ~52-57%).
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## Files
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- `cmux_agent.py`: Main agent adapter implementing Terminal-Bench's agent interface
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- `cmux-run.sh`: Shell script that sets up environment and invokes cmux CLI
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- `cmux_payload.py`: Helper to package cmux app for containerized execution
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- `cmux_setup.sh.j2`: Jinja2 template for agent installation script
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- `sample_tasks.py`: Utility to randomly sample tasks from dataset

benchmarks/terminal_bench/cmux-run.sh

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--workspace-path "${project_path}"
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--workspace-id "${CMUX_WORKSPACE_ID}"
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--model "${CMUX_MODEL}"
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--mode "${CMUX_MODE}")
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--mode "${CMUX_MODE}"
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--json-streaming)
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if [[ -n "${CMUX_TIMEOUT_MS}" ]]; then
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cmd+=(--timeout "${CMUX_TIMEOUT_MS}")

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