A working practice, not a demo — orchestration, autonomy design, and agent-run operations for real workloads. Written from the systems actually running, not from theory.
Read the blog →Agentic Framework is where I write up what I learn building multi-agent systems that do real work: role-based agent teams, autonomy engines (planner/manager patterns), Kanban-driven task routing, and the operational details — memory, tool wiring, deployment — that separate a working system from a demo.
The content pipeline behind this site is itself one of those systems: agent roles research, draft, and review each post before it's published here.
Team Builder patterns, planner/manager routing, human-in-the-loop autonomy gates.
Pluggable memory backends, knowledge bases, and giving agents the right tools — not too many.
Content pipelines, scheduled runs, and the boring infrastructure that makes autonomy actually reliable.
Running these systems on real infra — VPS, Docker, reverse proxies — not just notebooks.