Showing tag results for Agent Experience

Jun 11, 2026
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Your agent just scaffolded a project from 2020

Waldek Mastykarz

Your agent ran a scaffold command. Project generated, dependencies resolved, no errors. Everything looks fine. Except it's based on the project structure from 2020, and neither you nor the agent noticed. How npx picks the right-but-wrong version When an agent scaffolds a project or runs a CLI tool, it often reaches for without specifying a versi...

AI
Jun 10, 2026
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How to measure AI agent extension effectiveness

Waldek Mastykarz

You shipped your skill. Everything looks like it's working. But is the generated code actually better because of your extension? You can't tell without measuring, and measuring agent extension impact is harder than it looks.

AI
Jun 10, 2026
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Stop skillmaxxing, save your tokens

Waldek Mastykarz

You built a dozen skills for your technology: authentication, CRUD, error handling, deployment, testing, monitoring. Then you installed a cloud platform bundle with 15 more covering diagnostics, storage, compliance, and cost optimization. A design suite. A marketing pack. Document converters for Word, Excel, PowerPoint, PDF. Fifty skills, all sitti...

AI
May 27, 2026
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How AI coding agents actually use your technology

Waldek Mastykarz

You ship an SDK, a CLI, an API, and developers use it. Now AI coding agents use it too, except they use it differently than humans do. Most of the time you have no idea what's actually happening between "developer types a prompt" and "agent generates code with your technology." Is the agent reading your docs? Is it calling your MCP server? Is it ig...

AI
May 21, 2026
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How to improve AI coding agent support for your SDK, API, or CLI

Waldek Mastykarz

AI coding agents use your SDK, API, or CLI, but often get it wrong. The stack has layers you can't change and one you can: agent extensions. Learn how to measure whether yours are helping or hurting.

AI