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Liu Zewen

GitHub @aidless ↗

AI Application Developer | Building AI agents with Python, RAG & LLMs | Software Engineering 2026

公司
—
位置
Shandong, China
Stars
3
粉丝 / 仓库
2

代表作品 / 项目

  • morphagent-textbook⭐ 231-chapter open textbook on text-to-image generation (v1.0, DOI on Zenodo). 中文。
  • ai-agent-playground⭐ 1Production-grade autonomous agent system: 5 self-improvement engines, security hardening, 161 tests, eval harness, RAG & multi-agent subprojects.
  • gsm8k-self-evolve⭐ 0Fail-closed, gate-audited self-evolution on GSM8K. Round-5 preregistered ablation locates the gate power in an alpha=0.05 significance test (FPR 0.0125 vs 0.4125/0.9825), zero model calls. Every number recomputable from raw files.
  • agent-redteam⭐ 0Red-team harness for LLM agents: 93 tests, OWASP-aligned playbook, documented fake-version-pin incident.
  • just-agent⭐ 0Minimal research agent framework with falsification-driven rollback discipline; 253 tests.
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