fix: add future annotations to workflow.py for runtime type compatibility

feat(SPEC-08): Integrate shared memory layer + CodeRabbit fixes (#74)

docs: add SPEC_08 for memory layer integration

fix: implement proper hypothesis conversion in synthesize_node

fix: Update test for judge node initialization with improved mocking

feat: Enhance research workflow with embedding service integration

feat: Integrate LangGraph for enhanced research orchestration

Merge branch 'main' into dev

docs: add SPEC_07 LangGraph Memory Architecture + update bug docs

fix(P0): Implement SPEC_06 - Simple Mode Synthesis Fix (#71)

fix: force HuggingFace rebuild after orchestrator refactor

feat: add service loader + SPEC_06 + P0 bug report

fix: Address audit findings in orchestrators package

refactor: Organize orchestrators into dedicated package

Merge pull request #69 from The-Obstacle-Is-The-Way/dev

docs: mark SPEC_03/04/05 as IMPLEMENTED with acceptance criteria

fix: implement SPEC_04 (Magentic UX) and SPEC_05 (cleanup)

docs: add SPEC_04 (Magentic UX) and SPEC_05 (Orchestrator Cleanup)

feat(tools): add OpenAlex integration with citation-based ranking

docs: add SPEC_03 for OpenAlex integration (TDD plan)

Merge branch 'main' into dev

feat: SPEC_01 (Termination) + SPEC_02 (E2E Tests) implementation (#66)

fix: address CodeRabbit review feedback

docs: fix spec half-measures (line refs, test counts, acceptance criteria)

feat: Implement SPEC_01 (Termination) and SPEC_02 (E2E Tests)

docs: fix spec accuracy (line numbers and test counts)

docs: add specs for P0 termination fix and P1 E2E testing

docs: sync documentation with codebase reality

Merge branch 'dev'

test: Add circuit breaker unit tests for P0 judge bug (#63)

test: Add circuit breaker unit tests for P0 judge bug

docs: mark P0 bugs as fixed

refactor: add session reset + document magic number (senior review feedback)

fix: P0 dedup bug + HF judge infinite loop prevention

docs: update ACTIVE_BUGS.md with P2 example fix

fix: simplify HSDD example to fix Gradio click issue (P2)

docs: remove redundant bug docs (P0/P1/P2 already fixed)

Merge pull request #62 from The-Obstacle-Is-The-Way/dev

fix: remove duplicate backend line (CodeRabbit feedback)

docs: clean up resolved bug reports, update P3 commit hash

Fix P3 bug: Guarantee termination event in Magentic mode

fix: P0/P1/P2 - Gradio crash, UX improvements, thinking state (#61)

fix: enhance UX with "thinking" state and API key persistence

fix: multiple UX improvements (P1 bugs)

fix: handle None parameters from Gradio example caching (P0)

Merge branch 'dev' - P1 bug fixes + CodeRabbit feedback

style: integrate CodeRabbit review feedback

docs: fix misleading claims in bug documentation

fix: resolve P1 bugs (streaming UX + api key persistence) and update tests/docs

fix: resolve streaming spam and API key persistence bugs