- Switch from ubuntu-latest to ubuntu-24.04-arm
- Remove QEMU emulation (not needed with native ARM)
- Use CR_PAT instead of GITHUB_TOKEN for ghcr.io access
- Changed databases/postgresql to databases/postgresql-cnpg
- This aligns with the standardized PostgreSQL setup
- Fixes secret sync errors in mas namespace
- Added ingress.yaml for production environment
- Updated kustomization file to include ingress resource
- Migrated from centralized ingress management to per-app architecture
- Remove YAML code generation from HumanMessage
- Change to show folder structure and file roles only
- Add response length limit warning
- Guide other AI to generate YAML directly
- Change execute_host to execute_bash (run kubectl in container)
- Return natural language instead of JSON in Information Query mode
- Add command guide for storage/memory distinction
- Improve to user-friendly response format
- Use original user request when research_needed is empty
- Process tool_calls iteratively for multiple tool usage
- Use groq_with_tools for tool_calls on re-invocation
- Add max iteration limit to prevent infinite loops
- Research Agent: Projects 관련 작업 시 /home/ubuntu/Projects 경로 명확히 사용
- Research Agent: Kubernetes 상태 분석을 kubectl로 자유롭게 수행하도록 강화
- Code Agents: 파일 수정 후 git add, commit, push까지 자동 수행 (ArgoCD 자동 배포)
- 모든 에이전트: Projects 관련 요청 시 자동 탐색은 유지하되 /home/ubuntu/Projects 경로 사용
- su ubuntu -c may not set env vars properly
- Change to su - ubuntu -c to use login shell environment
- Projects path is hardcoded to /home/ubuntu/Projects
- execute_host가 su ubuntu -c를 사용하도록 변경 (현재 디렉토리 유지)
- 모든 에이전트 프롬프트에 /home/ubuntu/Projects 경로 하드코딩
- tool_name에 따라 올바른 도구(execute_bash/execute_host) 선택하도록 수정
- Add execute_ssh tool for accessing host system (oracle-master)
- Update all agent prompts to explain container vs host environment
- Research Agent: Guide to use SSH for kubectl, Projects, PostgreSQL
- Code Agents: Guide to use SSH for file creation and Git operations
- Infrastructure Agent: Guide to use SSH for YAML files and kubectl
- Orchestrator: Add system environment context
This fixes:
- kubectl 'Exec format error' (now uses SSH with sudo)
- /app/repos/ not found (now uses /home/ubuntu/Projects/)
- PostgreSQL connection errors (now uses correct host address)
- Git repository access issues (now uses SSH to access host repos)
Example usage:
- execute_ssh('kubectl get pods -n mas', use_sudo=True)
- execute_ssh('ls -la /home/ubuntu/Projects')
- execute_ssh('cd /home/ubuntu/Projects/mas && git status')
- Add execute_bash tool to Orchestrator for direct command execution
- Add execute_bash tool to Review agent for running tests/linters
- Fix Dockerfile to copy agents/ and tools/ directories
- Add PERMISSIONS.md documenting agent write access
Fixes ModuleNotFoundError: No module named 'agents'
MAJOR SIMPLIFICATION:
- Removed 20+ specialized MCP tools
- Added 3 universal tools: bash_command, read_file, write_file
- All agents now use the same tools (behavior controlled by prompts)
Changes:
1. Added universal_tools (bash-centric approach):
- bash_command: Execute any bash command (kubectl, git, npm, python, etc.)
- read_file: Read files (convenience wrapper)
- write_file: Write files (convenience wrapper)
2. All agents now use universal_tools:
- orchestrator (Claude)
- backend_developer (Groq)
- frontend_developer (Groq)
- sre_specialist (Groq)
- yaml_manager (Groq)
3. Updated orchestrator prompt:
- Focus on bash_command usage
- Clear examples of bash commands
- Simpler, more powerful approach
4. Legacy tools kept for backward compatibility:
- Old specialized tools still available but not recommended
- Use bash_command instead
Benefits:
- Extreme simplicity: 3 tools vs 20+
- Complete autonomy: Agents can do anything via bash
- Maintainable: No need to add new tools, just use bash
