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Awesome Harness Engineering
Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observability, and orchestration.
ai-boost/awesome-harness-engineering
#agent-harness
#agent-memory
#agent-orchestration
#ai-agent-harness
#ai-agents
#awesome-list
#context-engineering
#harness-engineering
#mcp
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- 108
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- 487
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- 177
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GitHub stars and default-branch commits for ai-boost/awesome-harness-engineering.
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future-agi/future-agi
Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent applications. Tracing · Evals · Simulations · Datasets · Gateway · Guardrails. Self-hostable. Apache 2.0.
- Updated
- 2026-08-01
- Lists
- 5 list mentions
- First commit
- 2026-04-23
- License
- Apache-2.0
- Issues
- 596 open
1,544
stars
- Forks
- 445
- Commits
- 3,574 commits
- Star growth, last 7 days
- No 7-day history
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- No 7-day history
stanford-iris-lab/meta-harness
Reference code for the Meta-Harness paper.
GitHub topics
- Updated
- 2026-07-11
- Lists
- 2 list mentions
- First commit
- 2026-04-15
- License
- MIT
- Issues
- 6 open
1,348
stars
- Forks
- 131
- Commits
- 18 commits
- Star growth, last 7 days
- No 7-day history
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- No 7-day history
ZJU-REAL/ClawGUI
Build, Evaluate, and Deploy GUI Agents — online RL training, standardized benchmarks, and real-device deployment in one framework.
AI dev
GitHub topics
- Updated
- 2026-06-03
- Lists
- 1 list mention
- First commit
- 2026-03-26
- License
- Apache-2.0
- Issues
- 7 open
1,339
stars
- Forks
- 54
- Commits
- 211 commits
- Star growth, last 7 days
- 0 0.0%
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- 0 0.0%
greyhaven-ai/autocontext
a recursive self-improving harness designed to help your agents (and future iterations of those agents) succeed on any task
AI dev
GitHub topics
- Updated
- 2026-09-02
- Lists
- 1 list mention
- First commit
- 2026-02-12
- License
- Apache-2.0
- Issues
- 19 open
1,289
stars
- Forks
- 110
- Commits
- 2,085 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
coleam00/claude-memory-compiler
Give Claude Code a memory that evolves with your codebase. Hooks automatically capture sessions, the Claude Agent SDK extracts key decisions and lessons, and an LLM compiler organizes everything into structured, cross-referenced knowledge articles - inspired by Karpathy's LLM Knowledge Base architecture.
AI dev
- Updated
- 2026-04-06
- Lists
- 1 list mention
- First commit
- 2026-04-06
- License
- Unknown
- Issues
- 23 open
1,285
stars
- Forks
- 327
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- 2 commits
- Star growth, last 7 days
- 0 0.0%
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- 0 0.0%
Mibayy/token-savior
MCP server that gets Claude to 97.9% (188/192) on a real coding benchmark at -80% active tokens and -83% wall time, vs 78.3% plain. Structural code navigation + persistent memory engine. Works with every MCP client.
AI dev
- Updated
- 2026-08-10
- Lists
- 2 list mentions
- First commit
- 2026-03-25
- License
- MIT
- Issues
- 2 open
1,140
stars
- Forks
- 97
- Commits
- 535 commits
- Star growth, last 7 days
- 0 0.0%
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- 0 0.0%
wandb/weave
Weave is a toolkit for developing AI-powered applications, built by Weights & Biases.
AI dev
- Updated
- 2026-09-03
- Lists
- 2 list mentions
- First commit
- 2022-03-23
- License
- Apache-2.0
- Issues
- 226 open
1,125
stars
- Forks
- 166
- Commits
- 7,239 commits
- Star growth, last 7 days
- 0 0.0%
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- 0 0.0%
rasbt/mini-coding-agent
Minimal and readable coding agent harness implementation in Python to explain the core components of coding agents.
- Updated
- 2026-04-07
- Lists
- 2 list mentions
- First commit
- 2026-04-02
- License
- Apache-2.0
- Issues
- 3 open
1,065
stars
- Forks
- 191
- Commits
- 15 commits
- Star growth, last 7 days
- No 7-day history
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- No 7-day history
sipyourdrink-ltd/bernstein
Deterministic orchestrator for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). No model in the coordination loop, so parallel runs in per-task git worktrees replay byte-identically. Signed lineage plus an opt-in HMAC audit chain a reviewer checks offline, without rerunning it. Cluster mode, air-gap deploy. https://bernstein.run
AI dev
- Updated
- 2026-08-09
- Lists
- 6 list mentions
- First commit
- 2026-03-27
- License
- Apache-2.0
- Issues
- 80 open
- Forks
- 94
- Commits
- 4,233 commits
- Star growth, last 7 days
- No 7-day history
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- No 7-day history
china-qijizhifeng/agentic-harness-engineering
Official AHE code — Agentic Harness Engineering: observability-driven automatic evolution of coding-agent harnesses (concurrent w/ meta-harness). NexAU-AHE reaches 84.7% ± 2.1 pass@1 on Terminal-Bench 2 (GPT-5.5). Lifts GPT-5.4 69.7→77.0% over 10 iters, beats Codex/ACE/Training-Free GRPO; frozen harness transfers to SWE-bench-Verified.
AI dev
- Updated
- 2026-08-03
- Lists
- 2 list mentions
- First commit
- 2026-04-26
- License
- MIT
- Issues
- 5 open
- Forks
- 88
- Commits
- 47 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
neosigmaai/auto-harness
Bring your own agent and build a self-improving agentic system. Automatically mine failures, optimize the agent harness, and gate against regressions.
- Updated
- 2026-07-08
- Lists
- 2 list mentions
- First commit
- 2026-04-04
- License
- MIT
- Issues
- 7 open
526
stars
- Forks
- 60
- Commits
- 12 commits
- Star growth, last 7 days
- No 7-day history
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- No 7-day history
SuperagenticAI/metaharness
Meta Harness Implementation
AI dev
GitHub topics
- Updated
- 2026-06-13
- Lists
- 1 list mention
- First commit
- 2026-04-01
- License
- NOASSERTION
- Issues
- 0 open
- Forks
- 18
- Commits
- 26 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
ml6team/AISO-workshop
ML6 x AISO Agent Workshop (March 2026)
- Updated
- 2026-03-31
- Lists
- 1 list mention
- First commit
- 2025-10-22
- License
- Unknown
- Issues
- 0 open
- Forks
- 32
- Commits
- 10 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%