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-**Edit tool nearest-match error messages** — `buildNotFoundMessage` with Levenshtein similarity search shows closest file content when `oldString` not found, helping LLM self-correct (#582)
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-**Webfetch failure caching and actionable errors** — session-level URL failure cache (404/410/451) with 5-min TTL; status-specific error messages telling the model whether to retry; URL sanitization in errors to prevent token leakage (#582)
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-**Nested `node_modules` in `NODE_PATH`** — `@altimateai/altimate-core` NAPI resolution now works for npm's hoisted and nested layouts (#576)
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-**Null guards across 8 tool formatters** — prevent literal `undefined` in user-facing output for sql-analyze, schema-inspect, sql-translate, dbt-manifest, finops, and warehouse tools; DuckDB auto-retry on `database is locked` (#571)
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