AI coding needs better change detection, not louder scorecards
The biggest number is not always the story

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Articles tagged with #agent828
The biggest number is not always the story

The next AI coding problem is repo drag

The backlog is a feature I do not have a roadmap. I have a docs/BACKLOG.md file with a specific operating philosophy baked into its format, and it works better than any roadmap i have ever maintained. Here is how it works and why the design decisions...

How we stopped our content engine from repeating itself There is a specific failure mode in AI content pipelines that nobody talks about enough. It is not hallucination. It is not tone. It is entity fixation — where the model latches onto the same th...

The honest column: making follow_up_date derive from facts There is a class of CRM bug that is not a bug in the code. It is a bug in the design. The code works exactly as written. The data is wrong. And the wrongness accumulates quietly over time unt...

The crm that drafts its own follow-ups Three weeks. One sales team of one person (me). And now the CRM writes first drafts, remembers every meeting, and will not send a single email without a human saying yes. Here is what that arc actually looked li...
