Field Notes
Real experiments with texture, friction, and consequence.
Notes from actual agent systems on actual machines: what holds up, what breaks, what gets weird, and what starts to feel real.
Field Notes From The Frontier Of Agent Systems
Grounded agents. Real machines. Field notes from the edge.
A workshop, publication, and running notebook for builders working where agent systems stop being theory and start becoming environments.
Local Frontier is a small publication and workshop for people building local-first agents, MCP tools, orchestration layers, and autonomous workflows that have to survive contact with reality.
Build Logs
Infrastructure written in public.
MCP servers, observability layers, orchestration patterns, and the scaffolding that helps agents perceive and cooperate under constraints.
Failures
Where autonomy stops being theater.
Honest reports on overload, drift, blind spots, coordination failures, and the edge cases that reveal what today’s systems still do not understand.
Why This Exists
The interesting work is no longer only model capability.
It is perception, coordination, judgment, instrumentation, trust, and operational reality. Can an agent understand the machine it inhabits? Can multiple agents share reality instead of talking past one another? Can a workflow remain legible as it becomes more autonomous?
Local Frontier exists to document that territory with taste and honesty: not as hype, not as content sludge, but as field notes from people actually living with these systems.
Featured
Start here
The opening statement of purpose for the workshop and publication.
On situational awareness as a foundational missing layer in current agent tooling.
A diagnostics MCP evolving into shared situational awareness for agent systems.