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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.

 [Back to Agentify](/en/) All / 03 Teardowns / 00 Essays / 00 Field Notes / 01 Benchmarks / 00 ⌕ All posts 3 articles · sorted by date · all verticals [I . Field Note

### The operating loop is the product

 A company source of truth only matters when it turns real work into public proof, reusable sales material, and operating memory.
 by E. Potignano

 May 5, 2026 7 min →](/en/blog/operating-loop/)[III . Engineering

### 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.
 by Santiago Valdovinos

 Apr 6, 2026 10 min →](/en/blog/agentify-case-study/)[II . Engineering

### 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.
 by Santiago Valdovinos

 Feb 21, 2026 8 min →](/en/blog/compound-engineering/) The operating loop as a publishing and delivery machine. Field Note ◆ May 5, 2026 ◆ 7 min

## The operating loop is the product

A company source of truth only matters when it turns real work into public proof, reusable sales material, and operating memory.

 E E. Potignano Founding partner [Read the field note →](/en/blog/operating-loop/) More to read Related articles from the blog [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](/en/blog/agentify-case-study/)[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](/en/blog/compound-engineering/) Biweekly · Agentifycate

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