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real-world-tasks

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agent-apprenticeship

Forsy-AI / agent-apprenticeship

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The living ecosystem where AI agents complete tasks through workflow loops, improve through iterative execution, are evaluated by mentor agents or humans in the loop, and turn completed work into reusable work experience and data to improve future agents.

reinforcement-learning opencode cursor codex autonomous-agents ai-agents post-training agent-learning agentic-ai claude-code agent-experience agent-economy openclaw real-world-tasks hermes-agent agent-traces loop-engineering agent-apprenticeship training-signals ecosystem-learning
  • Updated Jul 6, 2026
  • Python
gdpval-realworks

hyeonsangjeon / gdpval-realworks

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Benchmark LLMs on real professional tasks, not academic puzzles. YAML-driven experiment pipeline + live React dashboard for GDPVal Gold Subset (220 tasks across 11 industries).

microsoft dashboard evaluation openai mlops vite github-actions huggingface yaml-pipeline azure-openai ai-evaluation code-interpreter gpt-5 anthropic benchmark-automation llm-benchmark gdpval real-world-tasks self-qa professional-tasks
  • Updated Jul 7, 2026
  • Python

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