Topics›Autonomous Agents with Reliable Outcomes›A Concrete 'Zones' Model for Running Coding Agents Safely in Legacy Codebases
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A Concrete 'Zones' Model for Running Coding Agents Safely in Legacy Codebases

Addy Osmani Elevate·September 14, 2026
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Summary

Addy Osmani's field guide to brownfield agentic engineering: a green/yellow/red risk-zone map (a human draws it, never the agent), durable 'comprehension memo' research artifacts so agents don't repeat archaeology, turning repeated corrections into harness rules instead of one-off diff fixes, and a 'parallelize last' principle backed by data showing only 28 of 520 agent migration runs passed full audit.

Why this signal

The most concrete, immediately liftable framework this cycle for Neo's #1 focus area — gives Thomas Engineering a ready-to-use risk model and migration metrics (remaining old imports, % traffic on new path) for delegating real legacy-code work to agents reliably.

Original email

Addy Osmani Elevate · 9/14/2026

Brownfield Agentic Engineering

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