public letter
2026-06-21
Before the model, there is the workflow
A working AI system starts by naming the repeated work, owner, source, handoff, failure path, and proof gate before choosing model behavior.
Letters
Letters
Public essays on workflow-first AI, source boundaries, proof gates, and the product judgment between demos and working systems.
Public Letters
Longer public notes to share.
These Letters are public-safe and source-aligned. They do not claim clients, traction, production use, or private context.
public letter
2026-06-20
Boundaries before autonomy
Autonomy only becomes useful when sources, allowed actions, refusal behavior, escalation, and evaluation are visible before the system earns more scope.
public letter
2026-06-19
Proof before product claims
A product claim becomes stronger when the artifact, status label, source limit, and remaining gap are all visible.
Delivery
RSS now. Email later.
RSS is the live follow path. Email delivery is prepared as a future route, but no signup backend or provider webhook is connected in this public V1.
Contact
Send the working context.
Send the business pressure, workflow, source boundary, or proof question. Best fit: hiring, AI roadmap, product-system work, and collaboration where evidence matters before claims.
Navid