<?xml version="1.0" encoding="UTF-8"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Engineering Notes - Kousigan A</title><description>Kousigan A&apos;s notes on building software with AI assistants: prompts, rules, skills and agents, shipping safely, developer tools, and Business Central.</description><link>https://www.kousigan.com/blog/</link><language>en-US</language><lastBuildDate>Mon, 05 Oct 2026 00:00:00 GMT</lastBuildDate><atom:link href="https://www.kousigan.com/rss.xml" rel="self" type="application/rss+xml"/><item><title>Not every repeated prompt deserves an agent skill</title><link>https://www.kousigan.com/blog/reusable-ai-coding-skills/</link><guid isPermaLink="true">https://www.kousigan.com/blog/reusable-ai-coding-skills/</guid><description>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.</description><pubDate>Mon, 05 Oct 2026 00:00:00 GMT</pubDate><atom:updated>2026-10-05T00:00:00.000Z</atom:updated><category>AI Coding</category><category>AI-Assisted Engineering</category><category>Agent Skills</category><category>AI Coding Agents</category><category>SKILL.md</category><category>Claude Code</category><category>Code Review</category><category>AI-Assisted Engineering</category><author>contact@kousigan.com (Kousigan A)</author></item><item><title>&quot;Looks good&quot; isn&apos;t evidence: how to verify AI-generated code</title><link>https://www.kousigan.com/blog/verify-ai-generated-code/</link><guid isPermaLink="true">https://www.kousigan.com/blog/verify-ai-generated-code/</guid><description>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.</description><pubDate>Sun, 04 Oct 2026 00:00:00 GMT</pubDate><atom:updated>2026-10-04T00:00:00.000Z</atom:updated><category>AI Coding</category><category>AI-Assisted Engineering</category><category>AI Coding Agents</category><category>AI-Assisted Engineering</category><category>AI-Generated Code</category><category>Code Review</category><category>Testing</category><category>Hooks</category><category>Software Engineering</category><author>contact@kousigan.com (Kousigan A)</author></item><item><title>Skills vs agents vs MCP: don&apos;t build an AI maintenance job</title><link>https://www.kousigan.com/blog/skills-vs-agents-vs-mcp-ai-coding/</link><guid isPermaLink="true">https://www.kousigan.com/blog/skills-vs-agents-vs-mcp-ai-coding/</guid><description>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.</description><pubDate>Sat, 03 Oct 2026 00:00:00 GMT</pubDate><atom:updated>2026-10-03T00:00:00.000Z</atom:updated><category>AI Coding</category><category>AI-Assisted Engineering</category><category>AI Coding Agents</category><category>Agent Skills</category><category>Sub-agents</category><category>MCP</category><category>Hooks</category><category>AI-Assisted Engineering</category><category>Context Engineering</category><author>contact@kousigan.com (Kousigan A)</author></item><item><title>Don&apos;t let your coding agent code first: plan, then approve</title><link>https://www.kousigan.com/blog/ai-coding-agent-workflow-investigate-plan-implement-verify/</link><guid isPermaLink="true">https://www.kousigan.com/blog/ai-coding-agent-workflow-investigate-plan-implement-verify/</guid><description>A coding agent workflow with a stop before any code: investigate, plan, approve, implement and verify, plus the plan modes of seven agents.</description><pubDate>Fri, 02 Oct 2026 00:00:00 GMT</pubDate><atom:updated>2026-10-02T00:00:00.000Z</atom:updated><category>AI Coding</category><category>AI-Assisted Engineering</category><category>AI Coding Agents</category><category>AI-Assisted Engineering</category><category>Coding Workflow</category><category>Agentic Coding</category><category>Plan Mode</category><category>Software Engineering</category><category>Developer Productivity</category><author>contact@kousigan.com (Kousigan A)</author></item><item><title>Beyond AGENTS.md: the six layers of a coding agent project</title><link>https://www.kousigan.com/blog/beyond-agents-md-ai-coding-agent-project-structure/</link><guid isPermaLink="true">https://www.kousigan.com/blog/beyond-agents-md-ai-coding-agent-project-structure/</guid><description>How to structure an AI coding agent project beyond one instructions file: rules, skills, sub-agents, MCP, project docs and checks, plus three prompts.</description><pubDate>Thu, 01 Oct 2026 00:00:00 GMT</pubDate><atom:updated>2026-10-01T00:00:00.000Z</atom:updated><category>AI Coding</category><category>AI-Assisted Engineering</category><category>Claude Code</category><category>AI Coding Agents</category><category>AGENTS.md</category><category>Agent Skills</category><category>MCP</category><category>Context Engineering</category><category>AI-Assisted Engineering</category><author>contact@kousigan.com (Kousigan A)</author></item></channel></rss>