#deepseek
5 posts tagged with "deepseek"
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.
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.
I Ran DeepSeek V4 Flash 0731 Locally with 48 GB of RAM
How I worked through Blackwell compatibility, NCCL deadlocks, host OOMs, and NVMe-backed MoE storage before pushing the official DeepSeek V4 Flash 0731 model to two exact 400K-context requests.