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 48 Agencies 1 Agents 30 Comparisons 63 Engineering 3 Essays 10 Finance 2 Founders 1 Guides 139 Operations 17 Problems 6 Product 11 Teams 6 Workflows 14

Latest post September 4, 2026 7 min read

What AI Agent Tasks Actually Cost Developers

Real task data shows why agent cost, active time, review cycles, and developer attention need separate measurements.

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.

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.