Haochuan's Blog.
My little garden of the internet. Mostly about personal intelligence systems, agentic engineering, local AI, and wearable computing—but occasionally culture, travel, photography, and internet weirdness.
I am using a real-time structural-break competition as a bounded proving ground for a two-loop research system: human-supervised OpenCode outside, a DSH and DAL improvement harness inside.
From the workshop
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An Execution Contract for Skill-Bundled Scripts
My experiment with a shared runtime and host adapters for skill-bundled scripts, and how this small piece fits into the broader capability-package idea.
Distributing Agentic Capabilities
As models and agent harnesses become operating systems for agentic work, the durable enterprise layer is the governed capability package: the app that connects them to real business systems.
Series · 8 articles
Agent Harnesses Under the Hood
A source-level tour of seven agent harnesses and a final comparison: execution loops, durable sessions, context management, tools, and security boundaries.
How DeepSeek Harness Uses Cordis for Data-Driven Assembly
DeepSeek Harness turns a small composition model into profiles, bundles, presets, activation rules, and user overlays. The important part is the semantics that keep those layers inspectable.
The Age of Intention
Working with AI agents every day has changed the scarce part of my work. Intent, judgment, and the engineering systems that turn ideas into evidence now matter more than keystrokes.
Series · 1 article
Building CyberHUD
An ongoing development journal for CyberHUD: from display glasses to an iPhone-hosted desktop and applet platform, with lessons from building the project along the way.