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Latest posts

Context Engineering for Coding Agents

The 4 harness components that keep your context window high-signal.

From a Raw Shell to a Sandboxed Coding Agent

The guide to isolating your harness and safely executing its commands, locally or remotely.

11 Tips to Run Coding Agents 24/7 on One Subscription

Context engineering techniques to avoid wasting tokens on what doesn't matter

The Bare-Bones Coding Agent Loop

One agent loop, 9 tools, and a terminal you can steer.

Building a Coding Agent From Scratch

Designing the harness around the model, from the agent loop to a remote swarm.

Agent Memory From Scratch

Ingest, query, and serve a unified memory from a single database.

Your Second Brain Is a Graveyard. Make It Agent Memory.

Turn dead notes into a living LLM wiki your AI agents can query, maintain, and grow

From Harness Lock-In to Portable Context Layer

Build a unified memory (knowledge graph or an LLM wiki) and serve it over MCP servers or skills, so any agent, open or closed, plugs in within minutes.

How Evaluation-Driven Development (EDD) Works

Turn every AI agent change into a measured experiment you compare before and after to detect regressions and measure performance.

Build, Configure, or Use As-Is: The Agentic Harness

A component-by-component teardown of an agentic harness, from tools and skills to memory, sandbox, and permissions.

How to Keep Your AI Agent's Knowledge Graph Clean

The resolution, deduplication, and review pipeline that keeps agent memory usable as it grows.