Writing about agent engineering, AI, and legal tech. https://blog.junsuzuki.xyz Anthropic packs domain knowledge into Claude Code skills. We built a separate knowledge layer. Turns out it's the same architecture. https://blog.junsuzuki.xyz/blog/anthropic-skills-playbook-custom-knowledge https://blog.junsuzuki.xyz/blog/anthropic-skills-playbook-custom-knowledge Sat, 04 Apr 2026 00:00:00 GMT CLAUDE.md doesn't scale past a few hundred lines. Here's how we built a repo-scoped knowledge layer that gives Claude Code the right context at the right time. https://blog.junsuzuki.xyz/blog/beyond-claude-md-repo-scoped-knowledge-layer https://blog.junsuzuki.xyz/blog/beyond-claude-md-repo-scoped-knowledge-layer Wed, 18 Mar 2026 00:00:00 GMT