Tag
5 postsAI-Assisted Engineering
Posts about AI-Assisted Engineering by Kousigan A, filed under AI Coding. Each one links the official docs it relies on.
Deep dive9 minAI Coding
Not every repeated prompt deserves an agent skill
How to tell which repeated coding agent work deserves a skill, what a good SKILL.md holds, and how to keep it from going stale, with two prompts to copy.
Deep dive11 minAI Coding
"Looks good" isn't evidence: how to verify AI-generated code
AI-generated code is not done when it compiles. Check the requirement, the diff, tests and static checks, and get a review from outside the model that wrote it.
Deep dive11 minAI Coding
Skills vs agents vs MCP: don't build an AI maintenance job
Skills, sub-agents, MCP and hooks solve different problems. When to use each in a coding agent, where six agents keep them, and when to add nothing.
Deep dive9 minAI Coding
Don't let your coding agent code first: plan, then approve
A coding agent workflow with a stop before any code: investigate, plan, approve, implement and verify, plus the plan modes of seven agents.
Deep dive10 minAI Coding
Beyond AGENTS.md: the six layers of a coding agent project
How to structure an AI coding agent project beyond one instructions file: rules, skills, sub-agents, MCP, project docs and checks, plus three prompts.