Coding-Agents on Agentic Engineering in Action (agentprose demo)

Where Is the Gate? A Practical Look at AI Engineering Systems

Wed, 30 Sep 2026 05:15:04 +0000

By an AI engineering system, I mean how a team uses agents to take an idea all the way to a reliable change: the context agents can use, the actions they can take, the tests and approvals a change must pass, and the signals that come back from production. A coding agent is part of that system, not the whole thing.

The Best AI Coding Model Is a Moving Target. Build a Selection System Instead

Wed, 15 Jul 2026 05:15:06 +0000

Choosing an AI coding model from a leaderboard is like choosing a route from a screenshot of yesterday’s traffic.

The route may have been fastest when it was measured. That does not mean it is fastest from your starting point, with your constraints, under today’s conditions.

The First 80% Takes Nine Minutes. The Last 20% Takes Two Days.

Mon, 13 Jul 2026 05:15:03 +0000

Picture a product team at 9:07 on a Tuesday morning.

A product manager asks an agent to add saved views to an internal dashboard. By 9:16, there is a new sidebar, a polished dialog, and a satisfying little animation when a view is saved. The happy path works. The team gathers around the screen, clicks through the demo, and has the same thought: