SDOS-2026/Documentation-Agent
Autonomous Agents & Vertex AIAutonomous agent architecture for automated documentation synthesis, query decomposition, and intelligent engineering knowledge retrieval.
[Update] : Codebase organised and tested
Restructured agent orchestration into modular pipeline stages with comprehensive automated test suites and validation mocks.
- Refactored monolithic agent flows into isolated composable units
- Engineered unit and integration testing harness for tool execution
- Standardized configuration schemas and runtime error boundaries
Switch to Vertex AI for query processing #34
Migrated model calling client to Google Cloud Vertex AI SDK for enterprise model endpoints and low-latency query reasoning.
- Configured Vertex AI credential authorization pipeline
- Maintained backwards-compatible prompt format contracts
init project. closes #1
Initial project architecture setup, environment scaffolding, core document ingestion tooling, and CI pipeline setup.
- Established project directory layout and package dependencies
- Constructed core retrieval pipelines and agent execution entrypoints
SDOS-2026/Meeting-agent
Multi-Agent Systems & ObservabilityAutonomous multi-agent system coordinating real-time meeting transcription, query resolution, action item synthesis, and LangSmith tracing.
Fix/vertex ai
Stabilized Vertex AI query execution pipeline, resolving timeout issues and model payload formatting.
- Resolved model streaming schema mismatch
- Implemented exponential backoff retry mechanisms for external API calls
Feature/langsmith
Integrated LangSmith telemetry and execution tracing across all subagents to observe token latency, tool calls, and error rates.
- Configured end-to-end trace propagation across agent transitions
- Enabled telemetry dashboards for production observability
test: implement live LLM test suite and robust JSON parsing for Query Agent
Built a live LLM evaluation suite and a resilient JSON parsing filter capable of recovering malformed LLM outputs.
- Engineered resilient JSON extractor handling markdown backticks and incomplete buffers
- Created continuous regression tests for multi-step reasoning
notes agent implemented and test
Engineered the dedicated Notes Agent responsible for distilling conversation threads into hierarchical action items.
- Implemented extractive summarization pipeline
- Added unit coverage for ambiguous transcript segments
Test/agents
Constructed comprehensive agent mocks and asynchronous simulation harnesses for multi-client testing.
- Isolated external network calls with mock LLM responder fixture
- Validated concurrent multi-turn dialogue state machine