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Blog ​

Essays on agentic engineering, security, multi-agent systems, and production deployments.

Latest Posts ​

What Is an AI Agent, Really? — June 2 ​

LLM + Tools + Loop. The simplest correct explanation.

Why One Agent Is Not Enough — June 3 ​

Context, capability, and reliability ceilings of single-agent systems.

Vibe Coding vs Agentic Engineering — June 4 ​

The 5 hard rules that separate production from prompt gambling.

The Repo Is the Spec — June 5 ​

Why every instruction your agent needs must live in a file.

The 6-Level Security Ladder — June 6 ​

How to stop your AI agents from destroying production. From ACIP to no-bash.

Choosing Your Security Level — June 7 ​

Which L-level you need based on what your agent can access.

The Verifier Pattern — June 8 ​

A read-only verification agent that catches mistakes before production.

Agent Memory: Mental Models — June 9 ​

How agents remember across sessions using self-maintained expertise files.

The 3x Rule of Agent Costs — June 10 ​

Why production agents cost 3x your prototype estimate.

Cascade Routing: Cut API Costs by 66% — June 11 ​

Use cheap models for simple steps, expensive models for complex reasoning.

Posts are based on content from the Agentic Engineering Course. Each topic has a corresponding module with labs and exercises.

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