#Claude
3 articles — newest first.
- 7 min read
One Architect + Claude + MCP = A Full Engineering Squad: The Operating Model I'd Install at Your Company
The exact three-layer operating model — architect, Claude Code, MCP-wired systems — that lets one engineer ship like a squad, and the 30-day plan for installing it inside a real company.
- 9 min read
Budgeting the Claude Context Window Before It Truncates You
The Claude context window is one token budget shared by prompt, tools, thinking, and reply. I count tokens and guard it in code so a reply never truncates.
- 9 min read
Prompt Caching: the Ordering Discipline That Cuts the Bill
I treat prompt caching as FinOps: order the static prefix first, keep it byte-stable, and stop re-paying to re-read an 8K preamble on every request.