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Practical writing on prompts and AI — what works when you use it for real work.

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General1 min read

Agentic AI Architecture and Design Patterns: Why Closed Loops Matter More Than Model Intelligence

The engineering guide to agentic AI architecture. Why agent demos fail in production, the math of compound error, the five foundational design patterns, test-time compute scaling, and the benchmarks that measure what matters.

PromptsBuddy

General1 min read

Context Engineering for AI Agents: How to Architect LLMs

The definitive engineering guide to context engineering for autonomous AI agents. Lost in the middle curves, context rot, KV cache math, hybrid retrieval with RRF, contextual chunking, tiered working memory, tool state isolation, attention budgeting, and deterministic verification across modern agent stacks.

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