AI-Assisted Engineering
How Session Handoffs Keep Context Across AI Coding Sessions
AI coding agents forget everything when a session ends. A short handoff note carries what you did, what is unfinished, and what comes next.
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AI-Assisted Engineering
Why a Different Model Should Review the Code an AI Wrote
A model reviewing its own output shares its own blind spots. Route the diff to independent models from other providers and cross-check the results.
AI-Assisted Engineering
Use an AI Agent as Your Shell Front End, Not More Aliases
The graveyard of forgotten shell scripts has an alternative. Describe the task in plain words and let an AI assemble grep, awk, and jq for you.