Make a flaky AI agent reliable. Battle-tested system prompts, tool-definition patterns, an evaluation rubric, and ready-to-run starter agents.
The config layer that turns Claude Code into a disciplined teammate — copy-paste templates, subagents, and deterministic guardrails.
Ship a Reliable AI Agent — the Free Field Guide. The 10-minute version: 7 rules that make an agent reliable, 3 deterministic Claude Code guardrails you can paste today, and a pre-ship checklist. Genuinely useful on its own — no email required.
Read the free guide →Your CLAUDE.md is too long — and that's why Claude Code ignores it. Instruction-following is a budget, not a wishlist. How to audit your CLAUDE.md, give every rule a reason, and graduate the must-happen ones into deterministic hooks — free to read.
Read the article →Why your AI agent is flaky — and 7 rules that make it reliable. A flaky agent is almost never a model problem; it's a specification problem. Seven concrete rules plus three paste-able Claude Code guardrails — free to read.
Read the article →Penloom is an independent studio creating clear, genuinely useful digital products — toolkits, templates, and guides — for builders, creators, and small teams. Everything is a one-time digital purchase, delivered by email within minutes, automatically. Questions? Email penloomstudio@gmail.com.