Semi-Structured Agent Framework

Not rigid workflows that break when reality diverges. Not chaotic agents that duplicate work. Define phase types—analysis, building, validation—then let agents spawn tasks across any phase based on what they discover. Testing finds bugs? Spawn fixes. Validation spots optimizations? Spawn investigations. Workflows build themselves. Structure where you need it, flexibility everywhere else.

Trajectory Analysis

Guardian doesn't just check "is the agent stuck?" It analyzes entire conversation trajectories—is the accumulated work aligned with phase goals? LLM-powered coherence scoring evaluates whether agents are making meaningful progress toward objectives, not just completing tasks. Targeted interventions steer without micromanaging. Agents stay autonomous but aligned.

Kanban Ticket Coordination

Tickets flow through your workflow carrying context. Created in analysis, implemented in building, validated in testing—one ticket follows a component through its entire lifecycle. Comments accumulate decisions, commits link to code changes, blocking relationships enforce dependencies. Coordination without central planning. The workflow coordinates itself.