I’m running an Opus-level coding agent locally at nearly 2x Claude Opus speed, for free.
Nov 2025 was a tipping point for AI coding with commercial frontier models. Aug 2026 is the beginning of the same thing for local AI. Pretty darned exciting.
Nov 2025 was a tipping point for AI coding with commercial frontier models. Aug 2026 is the beginning of the same thing for local AI. Pretty darned exciting.
Model the agentic harness like a game engine and most of its hard problems — durable state, tools, configuration, the TUI, inference — collapse into ones other people already solved.
An agent harness is a piece of software that provides an environment for an AI model to operate within.
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