#system-architecture
12 posts tagged with "system-architecture"
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.
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.
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.
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.
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.
Hermes Agent's Durability Rule: Persist Before a Tool Can Act
Hermes Agent centers its safety model on a simple ordering rule: write an assistant tool call to SQLite before executing it. Combined with iteration budgets, protocol repair, non-destructive compaction, and layered terminal controls, that rule supports long-running autonomous work.