Learning from Anthropic: Nested Skills and Scripts Reading time ~7 minutes

Part 2 of 3 in the Skills Catalog series (Part 1 Part 3) Part 1 covered the catalog pattern. Now: how do you organize knowledge that scales to hundreds of skills? Anthropic’s skills repository shows patterns for complex domains: Nested structures for complex domains Scripts as executable knowledge Supporting resources......

Bringing Anthropic Skills to GitHub Copilot Reading time ~5 minutes

Part 1 of 3 in the Skills Catalog series (Part 2 Part 3) Anthropic just announced Skills—modular, discoverable knowledge for Claude. Each skill is a SKILL.md file with metadata. Claude discovers them through the description field. No central catalog, no manual wiring. Can we bring this to GitHub Copilot? Yes—with......

Why Use AI CLIs When GUIs Exist? Reading time ~1 minute

People keep asking me why they’d ever use an AI command-line tool when the GUI works fine. The answer: CLIs let you mix deterministic scripting with non-deterministic AI judgment calls. Pure AI is hard to steer. Pure scripting breaks on edge cases. CLI tools blend both. The Difference in Action......

VC-Funded AI Coming to a Close Reading time ~3 minutes

The era of artificially cheap AI tools is ending, and Cursor’s recent pricing changes are just the beginning. For over two years, venture capital has subsidized AI tools, keeping prices below true costs while companies built market share. The Cursor team’s recent pricing model overhaul signals this honeymoon period is......

Taming Your Copilot: A Practical Guide to Precision AI in VS Code Reading time ~7 minutes

Guest post authored by Jules. Based on an audio transcript of Micah yammering to himself about this topic. GitHub Copilot. It’s in your VS Code, whispering sweet code suggestions. Sometimes it’s a mind-reading marvel. Other times? It’s like trying to explain astrophysics to a Golden Retriever – well-intentioned, but ultimately…......