
Run Claude Code on Windows inside a real Linux sandbox. WSL 2 + ai-jail (bubblewrap, Landlock, seccomp) so the agent can only touch your project,...
Run Claude Code on Windows inside a real Linux sandbox. WSL 2 + ai-jail (bubblewrap, Landlock, seccomp) so the agent can only touch your project, with SSH commit signing still backed by Bitwarden.

A self-updating knowledge graph for your projects — external memory for AI agents.

Notion – A Windows desktop tool for enhanced AI features, template packs, and database management to boost productivity in 2026.
Kotlin Multiplatform semantic cache for LLM calls: eleven guards against false cache hits, measured on blind corpora, coroutine-first.
Annotate AI outputs in bulk and apply all revisions in a single pass to improve efficiency and maintain consistency.