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Oliver Buchannon
Michael Madsen

Practical agentic AI, weekly. System prompts, skill reviews, and configs you can actually use.

Your skills are trapped in one tool

May 29, 2026

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5 min read

Your skills are trapped in one tool

The same SKILL.md runs in 20+ agents. Here's how to write one that travels.

Michael Madsen
Michael Madsen
Your agent is doing too much

May 22, 2026

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6 min read

Your agent is doing too much

One context window is a ceiling. Here's how to factor the work across a crew and cut your token bill ~40% doing it.

Michael Madsen
Michael Madsen
Your agent breaks the rules because nothing stops it

May 15, 2026

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5 min read

Your agent breaks the rules because nothing stops it

Skills are advisory. Hooks are statutory. Three production patterns that take you from 20% to 84% rule enforcement.

Michael Madsen
Michael Madsen
Your agent has 40 skills. It uses 3.

May 8, 2026

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6 min read

Your agent has 40 skills. It uses 3.

The description engineering problem nobody mentioned.

Michael Madsen
Michael Madsen
Your agent works alone. That's the bug.

May 1, 2026

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6 min read

Your agent works alone. That's the bug.

Why long Claude Code sessions degrade at hour three — and the subagent pattern that fixes it.

Michael Madsen
Michael Madsen
Your agent's MCP servers are wide open

Apr 24, 2026

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5 min read

Your agent's MCP servers are wide open

The 5-layer threat model, a 5-minute audit, and the two rules that stop 90% of attacks.

Michael Madsen
Michael Madsen
Your agent has amnesia

Apr 17, 2026

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6 min read

Your agent has amnesia

The 4-layer memory stack that fixes it

Michael Madsen
Michael Madsen
Smarter agents with reverse prompting.

Apr 10, 2026

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9 min read

Smarter agents with reverse prompting.

Stop writing prompts. Start being interviewed.

Michael Madsen
Michael Madsen
Your agent sucks because your SOUL.md sucks

Apr 3, 2026

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8 min read

Your agent sucks because your SOUL.md sucks

A 5-section framework, a copy-paste template, and the 3 mistakes everyone makes

Michael Madsen
Michael Madsen

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