Stop Building One Giant Prompt: A Better Way to Design LLM Systems
## Most early LLM apps start the same way: “Let’s just put everything into one prompt and let the model handle it.” So we write a prompt that tries to…
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Cleared the Anthropic Claude Certified Architect - Foundations exam!
Cleared the Anthropic Claude Certified Architect - Foundations exam! Sharing what stood out while passing the CCA-F as an early adopter, key to buildi…
I evaluated the leaked system prompts of the biggest AI coding tools. Here's what I found.
There's a GitHub repository with the full system prompts of Cursor, Windsurf, Lovable, Bolt, and v0 — all leaked or extracted from production. I ran e…
Why Prompts Are Not Enough for Long-Running AI Agents
A small ontology-inspired model for understanding why AI agents fail after the first obstacle Author note: This article is written for AI builders, pr…
Gate Zero: stop unfalsifiable prompts before they canonicalize as specs
A durable artifact is any rule file, CLAUDE.md entry, architecture doc, or checked-in spec that outlives the session that created it. The fastest way …
Your Claude Code rules are a liability you'll never audit
Any mature .claude/rules/ directory is full of instructions written for yesterday's model. Newer frontier models handle most of those defaults correct…
From Prompt Engineer to Agent Engineer: The 7 Skills You Need to Build AI Agents
Discover the key skills you need to build AI agents that thrive in real-world environments, moving beyond crafting prompts to engineering robust syste…
Stop Overloading Your CLAUDE.md — Simplicity Wins (and Saves Tokens)
If your CLAUDE.md , .cursorrules , or agent.md file is longer than a few hundred lines, you are probably making your AI assistant worse, not better. E…
What are Pre-Trained Models, Fine-Tuning, RAG, and Prompt Engineering? A Simple Kitchen Guide
Explained Using Food The Analogy That Finally Makes It Click Introduction I’ve been asked the same question a thousand times. It comes from senior eng…