fix: pass empty file list directly instead of converting to None in code review agent

fix: deduplicate read_source_samples call and filter test files from code review

fix

fix: add missing file_list param to read_source_samples and wire changed_files through

fix: fix: remove unused python_files variable in code_review_agent after refactor

fix: feat: fault-tolerant parallel agents, AST security scanner, and shared source reader

fixed lint

style(code_review_agent): fix import order, remove trailing whitespace, add blank line

fixed

fix

fix

feat(tools): add diff-aware file filtering for incremental reviews

feat(agents): add auto-fix suggestion generation to code_review_agent

fix(imports): remove duplicate get_python_files and unused scan_repository in code_review_agent

security: apply sanitize_for_prompt before LLM submission in all three code-reading agents

fix(code_review_agent): replace broken manual JSON parse with call_llm_for_json; remove unused call_llm import

feat(llm): add call_llm_for_json with corrective retry on invalid JSON response

fix(agents): replace direct model mutation with model_copy for Pydantic v2 correctness

feat(agents): add conditional LLM calls — skip when no signal, follow-up pass on low scores

fix: log warnings instead of silently swallowing file read errors in agents and scanner

fix: check only filename not full path when skipping test files in code review agent

fix: resolve all ruff lint errors (E402, F401, F811)

fix: move llm_data fallback inside except block in 3 agents

fix: strip markdown fences from LLM JSON responses before parsing

fix: surface LLM JSON parse failures with logging and fallback

refactor: replace print() with structured logging across all agents and tools

feat: convert to async/await with parallel agent execution via asyncio.gather

fix: suppress remaining bandit warnings with nosec comments

feat: add all 5 agents - analysis, bugs, tests, review, report