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Build useful AI systems. Understand how they work.

Deep dives, practical guides, quick notes, cheat sheets, commands, code, and reusable skills covering Hermes Agent, Codex, coding-agent harnesses, loop engineering, and AI operations for business owners.

Hermes AgentCodexAgent HarnessesLoop EngineeringBusiness Automation

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Strategy first. Practical formats underneath.

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A bounded Codex task moving through inspect, edit, test, review, and evidence stages.
GuideCodex

Codex CLI Is an Agent Harness—Here’s What That Means

Codex is not just a model in a terminal. This guide separates the model, CLI harness, project context, tools, sandbox, and workflow so you can choose the right operating setup.

Jul 15, 2026 6 min read

Agentic SystemsRead
Six connected Hermes Agent system layers: models, context, tools, skills, orchestration, and interfaces.
Deep DiveHermes Agent

Hermes Agent Is More Than a Chatbot: A Practical Architecture Map

A clear map of the layers that turn Hermes Agent from a model interface into an operating system for tools, memory, skills, scheduled work, and multiple execution surfaces.

Jul 15, 2026 7 min read

Agentic SystemsRead
A loop engineering cycle connecting action, verification, decision, and evidence-backed repetition.
Cheat SheetLoop Engineering

Loop Engineering: A Verification-First Cheat Sheet

A practical control loop for AI agents: define the target, act in small increments, collect evidence, verify independently, and stop on explicit conditions.

Jul 15, 2026 6 min read

Intelligent OperationsRead