
Worked on the BerriAI/litellm repository to enhance reliability and developer productivity by addressing a bug in tool matching for client-side namespace prefixes. Implemented a correctness fix using anchored suffix matching with separator checks, ensuring that client-facing tool names are preserved and tool-call round-trips function as intended. This approach prevents tools from being incorrectly filtered out, avoiding upstream 400 errors in multi-namespace configurations. Added seven new unit tests in Python to validate exact, underscore, dash-prefixed, and deduplicated suffix scenarios, expanding the overall test suite. Focused on backend and API development, with careful attention to regression and collision avoidance.
April 2026 monthly summary for BerriAI/litellm focused on reliability and developer productivity. Implemented a correctness fix for Tool Matching with client-side namespace prefixes by adding anchored suffix matching with separator checks, preserving client-facing names to ensure proper tool-call round-trips. Added seven unit tests (complements existing suite) to validate exact, underscore/dash-prefixed, and deduplicated suffix scenarios; overall test suite now shows 15 passing tests. The change prevents tools from being dropped and avoids upstream 400 errors by ensuring correct filter behavior in multi-namespace configurations. Guarded matching to avoid collisions with unprefixed canonicals in server-prefixed tool names, and introduced regression tests for that scenario. Commit 034f4fdef20fb9b8ab5c63787e2ba764ad4661cc embodies the fix; co-authored by sakenuGOD and Krrish Dholakia.
April 2026 monthly summary for BerriAI/litellm focused on reliability and developer productivity. Implemented a correctness fix for Tool Matching with client-side namespace prefixes by adding anchored suffix matching with separator checks, preserving client-facing names to ensure proper tool-call round-trips. Added seven unit tests (complements existing suite) to validate exact, underscore/dash-prefixed, and deduplicated suffix scenarios; overall test suite now shows 15 passing tests. The change prevents tools from being dropped and avoids upstream 400 errors by ensuring correct filter behavior in multi-namespace configurations. Guarded matching to avoid collisions with unprefixed canonicals in server-prefixed tool names, and introduced regression tests for that scenario. Commit 034f4fdef20fb9b8ab5c63787e2ba764ad4661cc embodies the fix; co-authored by sakenuGOD and Krrish Dholakia.

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