Technical House
AI

Building a personal AI workflow for web work

A weekly system: planning briefs, implementation prompts, review prompts, and a learning log.

Published · Updated · 11 min read

Plan → implement → review → note

Start tickets with a short brief. Implement with constrained prompts. Review with a severity rubric. Save prompts that worked in a personal library.

Keep a failure journal

When AI wastes an hour, write why. Patterns emerge: missing context, no constraints, or trusting untested code.

Protect deep work

AI can create busywork. Time-box tool use. Ship slices. Measure progress by user-visible outcomes.

#workflow#productivity#ai

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