v2.1.0

What's New

New Agent Skills

• PR Review — automated pull request review with configurable criteria
• Run Unit Tests — skill for executing and reporting on unit test suites
• Software Architect — skill for producing ADRs, decision matrices, and implementation plans

Retry Logic

• Exponential backoff retry logic added for resilient agent operations
• Increased embedding timeouts for improved stability

Turbo Mode

• Turbo mode enabled in skills with restricted redirection operators for safety

Centralized Model Settings

• Refactored agent creation to centralize model settings handling, reducing duplication

Improvements

• Enhanced prompts for test case generation and acceptance criteria extraction
• Dashboard improvements: scrolling fix and UX enhancements
• Expanded logging for better observability
• CI/CD: auxiliary service deployments are now conditional, significantly reducing build times
• Added _TIMEZONE substitution support in cloudbuild.yaml

Bug Fixes

• Fixed incidents missing attachments
• Fixed agent wait behavior
• Fixed DB connectivity issues
• Fixed incorrect error message on dashboard login screen
• Various stability, linting, and test assertion fixes

2.0.0

These release notes cover the changes since v1.0.0, including the introduction of the Incident Reporter, Orchestrator Dashboard, and significant infrastructure improvements.

Suggested Version: v2.0.0 (due to breaking changes)

🚀 Key New Features

Incident Reporting & RAG System

A new suite of agents and services has been added to automate incident creation and management:

• Incident Creation Agent: Automatically creates Jira bug reports for failed tests.
• Duplicate Detection: Uses RAG (Retrieval-Augmented Generation) to check for existing similar issues before creating new ones.
• Jira RAG Update Agent: Syncs Jira issues to the vector database for semantic search.
• Embedding Service: A dedicated microservice using SentenceTransformer models for text embeddings.

Orchestrator Web UI

A comprehensive monitoring dashboard (orchestrator/ui) has been introduced:

• Dashboard: Real-time visibility into agent status (AVAILABLE, BUSY, BROKEN), task history, and logs.
• Agent Management: Broken agent classification (OFFLINE, TASK_STUCK) with auto-recovery mechanisms.
• Security: JWT-based authentication for dashboard access.
• Tech Stack: Built with React, TypeScript, and Vite.

Prompt Guard Service

• New Service: services/prompt_guard_service offloads prompt injection detection models from the orchestrator and agents.
• Performance: Improved architecture by separating heavy ML checks from the core logic.

Developer Skills

New agent skills have been added to the .agent/skills directory to assist developers:

• adding-orchestrator-workflow
• creating-new-agent
• prepare-pr
• writing-unit-tests

🏗 Infrastructure & CI/CD

• CI Pipeline: Added .github/workflows/ci.yml for automated linting (ruff), testing (pytest), and security scanning (bandit, pip-audit).
• Cloud Build: Optimized cloudbuild.yaml with conditional deployment logic for auxiliary services.
• Vector DB: VectorDbService now strictly uses EMBEDDING_SERVICE_URL and communicates via gRPC (default port 6334) for improved performance.

⚠️ Breaking Changes

• Mandatory Environment Variables:
  • PROMPT_GUARD_SERVICE_URL is now required if prompt injection checks are enabled.
  • EMBEDDING_SERVICE_URL is now mandatory; local embedding fallback has been removed.
• Ports: QDRANT_GRPC_PORT defaults to 6334.

🛠 Refactoring & Improvements

• Strict Artifact Parsing: Replaced ad-hoc parsing with strict Pydantic model validation (_get_model_from_artifacts) in the Orchestrator.
• Resilience: Implemented retry logic with exponential backoff for VectorDbService.
• Code Quality: Added ruff.toml for consistent linting and styling.
• Dependencies: Cleaned up requirements.txt by moving heavy ML libraries to service-specific Dockerfiles.

🐛 Bug Fixes & Optimizations

• Refined system prompts for better test case generation and coverage analysis.
• Fixed logic in agent reservation and waiting intervals.
• Corrected various minor issues in README.md and configuration files.

Primary Release

Primary release with functional version of the framework.