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Open-source proxy that lets the Claude Code CLI run on Databricks Model Serving

2 points by vishalveera a month ago · 1 comment · 1 min read


It emulates the Claude Code backend locally and adds: – repo indexing + CLAUDE.md summaries – symbol search + cross-file references – git automation (diffs, commit, push policies) – MCP server orchestration (JSON-RPC tools) – prompt caching layer – optional Docker sandboxing – workspace tools for tests, tasks, diffs, file ops

Useful if you're doing LLM/AI engineering in environments where you need: – Databricks as your LLM runtime – private repo access – custom agent tools – auditability and local control

Repo: https://github.com/vishalveerareddy123/Lynkr Docs: https://vishalveerareddy123.github.io/Lynkr

Would love feedback, issues, or feature ideas from folks experimenting with LLM developer workflows.

vishalveeraOP 19 days ago

Claude Code is surprisingly strict about response shape, tool timing, and streaming semantics. Even small differences in Azure/Databricks responses cause silent failures.

Lynkr sits in the middle and enforces “Anthropic-ness” as a contract:

request rewriting

tool call lifecycle enforcement

streaming normalization

capability emulation when the backend can’t support something natively

Happy to explain any of the protocol quirks if people are curious.

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