#agents

19 posts tagged with "agents"

Cover Image for Testing a Recursive Self-Improvement Pipeline on a CrunchDAO Competition

Testing a Recursive Self-Improvement Pipeline on a CrunchDAO Competition

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.

Cover Image for An Execution Contract for Skill-Bundled Scripts

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.

Cover Image for Distributing Agentic Capabilities

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.

Cover Image for Can DeepSeek Harness Reproduce Six Other Agent Harnesses?

Can DeepSeek Harness Reproduce Six Other Agent Harnesses?

A final comparison of seven agent harnesses, with a strict distinction between DSH capabilities that are shipped, supported by partial plugin evidence, and suggested only by an architectural seam.

Cover Image for How DeepSeek Harness Uses Cordis for Data-Driven Assembly

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.

Cover Image for DeepSeek Harness: An Auditable, Composable Agent Runtime

DeepSeek Harness: An Auditable, Composable Agent Runtime

How DeepSeek Harness turns a small agent loop into a configurable product: turn and step scheduling, waterfall tools, event-sourced sessions, and a carefully bounded fail-closed subprocess sandbox.