Subscribe
Sign in
Home
Notes
Archive
About
The Operator UI Is Dead. Long Live the Role Surface.
Autonomy changes who needs to be in the loop, when, and with what authority.
23 hrs ago
•
Ruslan Trifonov
Control Surfaces for AI: The Operator Interface Nobody Budgets For
Autonomy Doesn’t Fail in the Model. It fails where truth is late and actions are irreversible.
Feb 22
•
Ruslan Trifonov
Integrating Microsoft Dynamics 365 with Real-World Field Telemetry
Turn noisy field telemetry into predictable, auditable changes in Microsoft Dynamics 365
Feb 5
•
Ruslan Trifonov
1
Integration Is Where Autonomy Breaks
Offline isn’t a degraded mode — it’s the real operating environment.
Feb 1
•
Ruslan Trifonov
1
January 2026
Controllability at Scale: The Missing North Star for Autonomous Deployments
Autonomy is a capability. Controllability is the requirement that makes autonomy deployable.
Jan 25
•
Ruslan Trifonov
"Old Bob" Problem: Why Field Tech Fails
How to translate tribal knowledge into rules that automation can actually understand.
Jan 18
•
Ruslan Trifonov
4
1
1
The Edge Is Where AI Is Actually Tested
What Happens When Automation Meets Ungoverned Reality
Jan 14
•
Ruslan Trifonov
4
Relocating Chaos: Why Automation Pushes Uncertainty to the Edges
How automation shifts disorder from the center to the edges—and why governance must follow
Jan 11
•
Ruslan Trifonov
3
From Chaos to Control: Why the Future of Field Operations Starts with Governance
Field operations are where strategy meets physics.
Jan 3
•
Ruslan Trifonov
3
This site requires JavaScript to run correctly. Please
turn on JavaScript
or unblock scripts
