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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
- List stars
- 4,855
- README repos
- 252
- Indexed repos
- 170
- List commits
- 108
- Forks
- 672
- Open issues
- 260
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GitHub stars and default-branch commits for ai-boost/awesome-harness-engineering.
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langgenius/dify
Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.
AI dev
GitHub topics
- Updated
- 2026-09-24
- Lists
- 10 list mentions
- First commit
- 2023-05-15
- License
- NOASSERTION
- Issues
- 1,077 open
157,016
stars
- Forks
- 24,738
- Commits
- 13,615 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
BerriAI/litellm
The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost tracking, guardrails, load balancing, and logging [Bedrock, Azure, OpenAI, Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM]
AI dev
GitHub topics
- Updated
- 2026-10-16
- Lists
- 9 list mentions
- First commit
- 2023-07-27
- License
- NOASSERTION
- Issues
- 5,485 open
61,355
stars
- Forks
- 12,395
- Commits
- 54,633 commits
- Star growth, last 7 days
- +79 +0.1%
- Commit velocity, last 7 days
- +159 +0.3%
MemPalace/mempalace
The best-benchmarked open-source AI memory system. And it's free.
AI dev
- Updated
- 2026-10-02
- Lists
- 5 list mentions
- First commit
- 2026-04-05
- License
- MIT
- Issues
- 779 open
59,388
stars
- Forks
- 7,564
- Commits
- 2,056 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
vectorize-io/hindsight
Hindsight: Agent Memory That Learns
AI dev
GitHub topics
- Updated
- 2026-10-16
- Lists
- 5 list mentions
- First commit
- 2025-10-30
- License
- MIT
- Issues
- 138 open
50,550
stars
- Forks
- 6,113
- Commits
- 3,700 commits
- Star growth, last 7 days
- +2,426 +5.0%
- Commit velocity, last 7 days
- +127 +3.6%
DeusData/codebase-memory-mcp
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 162 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
GitHub topics
- Updated
- 2026-10-16
- Lists
- 4 list mentions
- First commit
- 2026-02-24
- License
- MIT
- Issues
- 633 open
46,675
stars
- Forks
- 3,844
- Commits
- 4,183 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
volcengine/OpenViking
Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.
AI dev
- Updated
- 2026-10-17
- Lists
- 7 list mentions
- First commit
- 2026-01-29
- License
- AGPL-3.0
- Issues
- 950 open
40,129
stars
- Forks
- 3,198
- Commits
- 2,853 commits
- Star growth, last 7 days
- +510 +1.3%
- Commit velocity, last 7 days
- +117 +4.3%
alibaba/open-code-review
Secure, fast, efficient, battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in multi-language ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible.
AI dev
Stack
- Updated
- 2026-09-22
- Lists
- 8 list mentions
- First commit
- 2026-05-18
- License
- Apache-2.0
- Issues
- 224 open
39,289
stars
- Forks
- 2,808
- Commits
- 758 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
esengine/DeepSeek-Reasonix
A reliable coding agent for complex software engineering tasks.
AI dev
GitHub topics
- Updated
- 2026-10-17
- Lists
- 5 list mentions
- First commit
- 2026-04-21
- License
- MIT
- Issues
- 350 open
35,820
stars
- Forks
- 2,456
- Commits
- 10,481 commits
- Star growth, last 7 days
- +60 +0.2%
- Commit velocity, last 7 days
- +1,564 +17.5%
promptfoo/promptfoo
Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic.
AI dev
GitHub topics
- Updated
- 2026-10-14
- Lists
- 9 list mentions
- First commit
- 2023-03-31
- License
- MIT
- Issues
- 713 open
25,991
stars
- Forks
- 2,476
- Commits
- 10,381 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
trycua/cua
Scale computer-use 2.0 with open-source drivers, cross-OS fleets, and benchmarks for training, evaluation, and data generation.
AI dev
GitHub topics
- Updated
- 2026-09-12
- Lists
- 4 list mentions
- First commit
- 2025-01-31
- License
- MIT
- Issues
- 846 open
22,531
stars
- Forks
- 1,561
- Commits
- 4,713 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
ag-ui-protocol/ag-ui
AG-UI: the Agent-User Interaction Protocol. Bring Agents into Frontend Applications.
AI dev
GitHub topics
- Updated
- 2026-10-15
- Lists
- 1 list mention
- First commit
- 2025-05-07
- License
- MIT
- Issues
- 476 open
16,608
stars
- Forks
- 1,534
- Commits
- 4,796 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
TencentCloud/CubeSandbox
Instant, Concurrent, Secure & Lightweight Sandbox for AI Agents.
AI dev
- Updated
- 2026-09-11
- Lists
- 3 list mentions
- First commit
- 2026-04-16
- License
- NOASSERTION
- Issues
- 131 open
12,142
stars
- Forks
- 1,101
- Commits
- 946 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
alibaba/OpenSandbox
Secure, Fast, and Extensible Sandbox runtime for AI agents.
AI dev
GitHub topics
- Updated
- 2026-06-02
- Lists
- 2 list mentions
- First commit
- 2025-11-13
- License
- Apache-2.0
- Issues
- 80 open
10,952
stars
- Forks
- 881
- Commits
- 1,430 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
NVIDIA/OpenShell
OpenShell is the safe, private runtime for autonomous AI agents.
AI dev
- Updated
- 2026-09-07
- Lists
- 4 list mentions
- First commit
- 2026-01-29
- License
- Apache-2.0
- Issues
- 559 open
8,531
stars
- Forks
- 1,260
- Commits
- 1,319 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
Gentleman-Programming/engram
Persistent memory system for AI coding agents. Agent-agnostic Go binary with SQLite + FTS5, MCP server, HTTP API, CLI, and TUI.
AI dev
Stack
- Updated
- 2026-10-15
- Lists
- 2 list mentions
- First commit
- 2026-02-16
- License
- MIT
- Issues
- 97 open
7,272
stars
- Forks
- 750
- Commits
- 1,126 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
microsoft/agent-governance-toolkit
AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.
AI dev
GitHub topics
- Updated
- 2026-09-10
- Lists
- 4 list mentions
- First commit
- 2026-03-02
- License
- MIT
- Issues
- 267 open
- Forks
- 1,113
- Commits
- 2,500 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
agentscope-ai/agentscope-java
Build distributed, production-grade, long-running agents.
AI dev
GitHub topics
- Updated
- 2026-10-17
- Lists
- 2 list mentions
- First commit
- 2025-09-23
- License
- Apache-2.0
- Issues
- 911 open
6,014
stars
- Forks
- 1,495
- Commits
- 1,248 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
getzep/zep
Zep | Examples, Integrations, & More
AI dev
GitHub topics
- Updated
- 2026-10-14
- Lists
- 2 list mentions
- First commit
- 2023-04-29
- License
- Apache-2.0
- Issues
- Disabled
4,961
stars
- Forks
- 654
- Commits
- 406 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
agentgateway/agentgateway
Next Generation Agentic Proxy for AI Agents and MCP servers
AI dev
GitHub topics
- Updated
- 2026-09-07
- Lists
- 3 list mentions
- First commit
- 2025-03-18
- License
- Apache-2.0
- Issues
- 296 open
4,749
stars
- Forks
- 815
- Commits
- 2,596 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
kubernetes-sigs/agent-sandbox
agent-sandbox enables easy management of isolated, stateful, singleton workloads, ideal for use cases like AI agent runtimes and reinforcement learning (RL).
AI dev
GitHub topics
- Updated
- 2026-09-05
- Lists
- 2 list mentions
- First commit
- 2025-08-12
- License
- Apache-2.0
- Issues
- 231 open
3,757
stars
- Forks
- 487
- Commits
- 946 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
bradygaster/squad
Squad: AI agent teams for any project
AI dev
Stack
GitHub topics
- Updated
- 2026-10-15
- Lists
- 1 list mention
- First commit
- 2026-02-06
- License
- MIT
- Issues
- 103 open
3,284
stars
- Forks
- 508
- Commits
- 2,559 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
Infisical/agent-vault
A HTTP credential proxy and vault for AI agents like Claude Code, OpenClaw, Hermes, custom agents + harnesses, and more.
AI dev
GitHub topics
- Updated
- 2026-10-04
- Lists
- 2 list mentions
- First commit
- 2026-03-27
- License
- NOASSERTION
- Issues
- 90 open
2,323
stars
- Forks
- 163
- Commits
- 330 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
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.
AI dev
- Updated
- 2026-09-07
- Lists
- 5 list mentions
- First commit
- 2026-04-23
- License
- Apache-2.0
- Issues
- 809 open
1,943
stars
- Forks
- 583
- Commits
- 4,849 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
GoogleCloudPlatform/scion
No description.
AI dev
- Updated
- 2026-09-07
- Lists
- 2 list mentions
- First commit
- 2025-12-20
- License
- Apache-2.0
- Issues
- 53 open
1,689
stars
- Forks
- 260
- Commits
- 3,979 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
alash3al/stash
Stash — persistent memory layer for AI agents. Episodes, facts, and working context stored in Postgres. MCP server included. Self-hosted, single binary, no cloud required.
Stack
GitHub topics
- Updated
- 2026-06-14
- Lists
- 1 list mention
- First commit
- 2026-04-18
- License
- Apache-2.0
- Issues
- 4 open
767
stars
- Forks
- 46
- Commits
- 112 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
manuelschipper/nah
a guard that blocks catastrophic agent actions
AI dev
Stack
- Updated
- 2026-10-05
- Lists
- 1 list mention
- First commit
- 2026-03-10
- License
- MIT
- Issues
- 0 open
485
stars
- Forks
- 25
- Commits
- 831 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%