productivity

Every Agent Task Should End With a Command You Can Run

An agent's claim of 'done' is worthless without a one-line command that proves it. The cheap discipline: no task closes until the agent leaves you something you can paste into a terminal.

3 min read

Stop Pasting Your Whole Repo Into the Agent

Dumping every file into the prompt doesn't give the agent more signal — it buries the one file it actually needs. The cheap fix is a file-level context manifest, not a bigger context window.

2 min read