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Turn a documented workflow into a practical SOP with prerequisites, ordered actions, checks, exceptions and explicit gaps for review.
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Create task-focused software instructions with prerequisites, expected outcomes, and visible gaps instead of invented interface details.
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Turn endpoint notes or implementation excerpts into a clear API reference with parameter tables, examples, error handling, and open questions.
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Convert recurring support questions into clear help content while separating confirmed answers from unresolved product and policy gaps.
**Summary** Rate limiting for the public search endpoint moves from a per-process in-memory counter to a shared Redis counter, so the limit now applies across all application instances rather than per instance. **Files Changed** - `src/middleware/rate_limit.py` — replaces the module-level `defaultdict` with a Redis-backed sliding window. - `src/config.py` — adds `REDIS_URL` and `SEARCH_RATE_LIMIT_PER_MINUTE`, both required at startup. - `tests/test_rate_limit.py` — new tests covering the wind
Turns raw git diff output into a structured PR description covering summary, files changed, significant code, reasoning, project impact, a test plan and reviewer notes.