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Recent Posts
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DeepCoWork #12: GitHub Actions Cross-Platform Build -- PyInstaller Sidecar, CI/CD
Building Tauri + PyInstaller apps for macOS, Windows, and Linux -- a CI/CD pipeline implementation story.
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DeepCoWork #11: Security Checklist -- Path Traversal, Input Validation, CSP, CORS
A practical security guide for AI agent desktop apps with direct filesystem access -- checklist and implementation.
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DeepCoWork #10: LLM Provider Integration -- 5 Backends, Model Auto-Detection, Build Variants
Unifying 5 LLM providers behind one interface, with build-time provider control and local model auto-detection -- the design journey.
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DeepCoWork #9: Skills System -- SKILL.md, Progressive Disclosure, Runtime Injection
Design of the SKILL.md-based skills system: YAML frontmatter parsing, UI management, and runtime injection -- what we learned building it.
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DeepCoWork #8: Agent Memory 4 Layers -- SOUL.md, USER.md, AGENTS.md, MEMORY.md
A practical guide to DeepCoWork's 4-layer memory system for agent persona, user preferences, and session memory.