deepsearch

DeepSearch Python patterns for layering, config models, custom exceptions, logging, path safety, prompts, and async cleanup.

DeepSearch pytest guide for targeted tests, fixtures, async mocks, live-test gates, and artifact-safe test data.

Security review checklist for DeepSearch changes involving secrets, file paths, LLM/search providers, prompts, server APIs, storage, and logs.

Verify DeepSearch changes with scoped diff review, import checks, pytest, optional live tests, and artifact hygiene.