Harbor is a framework for running agent evaluations and creating and using RL environments.
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Jun 13, 2026 - Python
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terminal-bench
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A harness optimized to smaller LLMs
benchmark code-generation tool-use local-llm ollama qwen small-language-models coding-agents ai-coding-assistant coding-agent terminal-bench aider-polygot
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Jun 8, 2026 - TypeScript
Official Implementation of "CLI-Gym: Scalable CLI Task Generation via Agentic Environment Inversion"
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May 26, 2026 - Python
Strands-based agents and harnesses for agentic benchmarks.
machine-learning ai benchmarks llm genai agentic agentic-ai swe-bench strands-agents terminal-bench strands-labs
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Jun 9, 2026 - Python
Spoox CLI - Terminal Agent - SPlit lOOp eXand agent
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May 19, 2026 - Python
Trajectories for running OpenHands on Terminal Bench
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Jul 25, 2025
Fast, Multi-Cloud Sandbox Engine for AI Agents
kubernetes reinforcement-learning sandbox agents e2b agent-sandbox rlvr swe-bench terminal-bench agentic-rl e2b-compatible swe-rex
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Jun 11, 2026 - Go
Codex-style REPL for terminal-agent models trained with camel-ai TerminalToolkit / terminal-bench terminus-2 protocols. Built to drive HansBug/OpenClaw-RL checkpoints.
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May 12, 2026 - Python
Multi-agent reasoning MCP server for Claude Code. Spawns parallel research agents to find knowledge LLMs don't have. +23.1% on Terminal Bench 2.0 SWE tasks.
research mcp multi-agent developer-tools ai-agents claude training-data fine-tuning dpo nia llm model-context-protocol mcp-server claude-code terminal-bench research-engine
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May 23, 2026 - TypeScript
Solving the amnesiac problem for LLM agents. Research series on agents that compound knowledge across sessions — first measurement: +4.6 pp accuracy lift on Terminal-Bench 2.1 with an open-weight executor and a single failure-derived skill file.
reproducible-research ai-agents cost-optimization skill-learning openrouter agent-benchmark terminal-bench open-weight-llm
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Jun 11, 2026
Multi-layer audit framework for agent benchmark integrity
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Jun 8, 2026 - Python
reproducible Terminal-Bench task that evaluates a Bash script for parsing log files.
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Apr 6, 2026 - Dockerfile
Deterministic Linux log analysis benchmark task for AI-agent evaluation using Docker and Terminal-Bench
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May 26, 2026 - Python
Full self-improving long-horizon LLM agent with strategy memory, failure analysis, Grok teacher labels, and QLoRA student distillation.
llama agents knowledge-distillation llm chromadb qlora terminal-bench long-horizon-tasks self-improving-agents agentbench
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May 26, 2026 - Python
Central repository for Project Terminus task submissions. These environments and Oracle solutions are designed to evaluate state-of-the-art AI agents (like GPT-5.2 and Claude Opus 4.6) on complex, multi-step engineering challenges within a sandboxed terminal.
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May 22, 2026 - C++
Transparent benchmark results for Vorflux — SWE-bench Verified (91%) & Terminal Bench 2 (86%)
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May 20, 2026 - JavaScript
Company-neutral workflow kit for creating, reviewing, calibrating, and packaging Harbor / Terminal-Bench tasks with LLM agents.
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May 18, 2026 - Python
Autonomous coding agent for Terminal-Bench 2.0 — 61.6% ± 1.9 on the official leaderboard with GPT-5.1 Codex Mini.
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May 20, 2026 - Python
⚓ Harbor benchmark adapter for running AgentPlane as a reproducible coding-agent harness with evidence artifacts.
python benchmark evaluation developer-tools harbor ai-agents coding-agents terminal-bench agentplane
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May 3, 2026 - Python
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