Local AI Agent Development Toolkit
Local-first toolkit for building, coordinating and testing agent workflows.
AI agents Local workflows Developer tooling CLI Automation
Role
Prototype design and implementation
Problem
Developer workflows for agent systems often depend on closed platforms with limited local control and reproducibility.
What I developed
A local toolkit to define, coordinate and test multi-step agent workflows in a developer-controlled environment.
Architecture
Local CLI / orchestration layer → agent definitions → workflow coordination → test harness → optional external tool integrations.
What it handled
Agent workflow definition, local execution, coordination between agents and developer-side testing.
Key decisions
- Prioritize local-first execution over managed platforms
- Separate agent definition from workflow coordination
- Build for developer reproducibility
Evidence available
GitHub repo · demo video · architecture notes
Limitations
Hackathon prototype. Public repo and demo availability may vary; not a production system.