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Field Notes
Articles · Cases · Runbooks
Implementation ideas, case studies, and field lessons for teams taking AI agents into production with evidence, judgment, and real systems.
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I.Field NoteMay 5, 20267 min→III.EngineeringApr 6, 202610 min→II.EngineeringFeb 21, 20268 min→
The operating loop is the product
A company source of truth only matters if it turns real work into public proof.
From Ticket to Tested Code: Automating Enterprise Development With AI Agents
A system where an AI agent reads a ticket, plans the work, changes a legacy .NET app, builds it, browser-tests it, and reports the result.
Compound Engineering: How Every AI Project Accelerates the Next One
A delivery model where the advantage is not team size, but a system that learns from every implementation.
The operating loop as a publishing and delivery machine.
The operating loop is the product
A company source of truth only matters if it turns real work into public proof.
More to read
Engineering Apr 6, 2026
From Ticket to Tested Code: Automating Enterprise Development With AI Agents
A system where an AI agent reads a ticket, plans the work, changes a legacy .NET app, builds it, browser-tests it, and reports the result. Read 10 min
Engineering Feb 21, 2026
Compound Engineering: How Every AI Project Accelerates the Next One
A delivery model where the advantage is not team size, but a system that learns from every implementation. Read 8 min