How to Do an AX Audit
A practical framework for testing whether AI agents can discover, onboard to, and integrate your developer platform — with Kestra as a worked example.
Articles
MCP Is Great. You're Just Using It Wrong.
Everyone complaining that MCP is overengineered and unreliable is right — but for the wrong reasons. MCP works well for two things: GUI client integrations and documentation servers. It's a bad idea for developers wiring up tool calling in agent code. Here's the distinction nobody is making.
Delight Is the Only Thing That's Still Rare
Anyone can build apps, write content, and generate art now. But software that actually delights users is as rare as ever — and trust is the only way to find it.
Heroku Was Already Dead: A Study in Bad UX
Signing up for Heroku takes 9 screens and requires MFA enrollment, a 15-character password, and Salesforce Terms of Service. Railway takes one click. Here's a side-by-side comparison.
What Is Agent Experience and Why Should You Care?
Agent experience (AX) is how well AI coding agents can use your developer platform. Here's why it matters and what you can do about it.
Claude Code's Choice of Vendors: The AI-Recommended SaaS Startup Stack
I asked Claude Code to recommend every service I need to run a SaaS startup. Here's what it said, and why this matters for the future of developer marketing.