Engineering

Practical posts on turning recurring work into controlled Task Machine workflows with approvals, checks, agents on your own machines, and a history you can read.

All 32 Agents 14 Comparisons 22 Engineering 2 Essays 10 Guides 140 Operations 11 Problems 6 Product 11 Teams 4 Workflows 9

August 5, 2026

11 min read

How to Take AI Agents From Demo to Production

A production-readiness model for AI agents covering state, retries, permissions, verification, observability, and recovery.

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August 5, 2026

11 min read

Which Software Development Tasks Should AI Agents Handle?

A decision framework for delegating software development tasks based on clarity, verification, blast radius, and reversibility.

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