imagile
Your Default Model Is a Budget Decision You Never Made
Four fixed assignments, every current model, every effort setting, three attempts each — and the grades barely move while the bill moves by a factor of four hundred.
The AI Didn't Do It. One of Three Things Did.
Model, harness, and tools are three different jobs — and the coding agent's terminal access is why it can do things a chatbot never could.
MCPs Are Eating Your Context Window
MCP servers promised to make your AI agent infinitely capable. They also made it slower, fatter, and easier to compromise. CLIs are quietly winning.
Your AI Agent Is a Blender
Every part of Claude Code maps to a part of a blender. Once you see it, you'll immediately know why your output came out wrong — and who to blame.