What is Delimit and how does it work with Claude Code?

Delimit's a governance layer—MCP server with ledger, memory, context FS. Tools connect; state shares across Claude, Codex, Gemini. No re-explaining.

How do you set up Delimit for AI coding assistants?

Run `npx delimit-cli setup`. Configs your tools automatically. Add GitHub Action for CI: delimit-ai/delimit-action@v1.

Does Delimit catch breaking API changes in CI?

Yes—diffs specs, classifies changes (27 types), posts PR comments with semver and migration guides. Policies enforce freezes.

☁️ Cloud & Infrastructure

Delimit: The Missing Ledger Bridging Claude, Codex, and Gemini Code Workflows

Switching between Claude for architecture and Codex for code? Good luck remembering decisions. Delimit builds the governance layer that makes multi-AI coding finally reliable.

DevTools Feed Apr 03, 2026 4 min read 12 views

Delimit demo showing Claude-to-Codex handoff in shared ledger for API migration

⚡ Key Takeaways

Delimit solves context amnesia, ledger drift, and decision reversals across AI coders like Claude, Codex, Gemini. 𝕏
Shared ledger, memory, and context FS enable smoothly handoffs—no copy-pasting. 𝕏
Deterministic diffs and YAML policies prevent prod disasters; CI integration is plug-and-play. 𝕏

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#AI coding assistants #API migration tools #Delimit governance #multi-model workflows

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