DSH Agent Loop & Tool Pipeline Internals: How Every Request Flows
Inside DeepSeek Harness's agent loop: steps, turns, three waterfalls, tool concurrency, compaction, and the session log invariant explained with code.
Inside DeepSeek Harness's agent loop: steps, turns, three waterfalls, tool concurrency, compaction, and the session log invariant explained with code.
How DeepSeek Harness makes everything-is-a-plugin actually work. Deep dive into Capability Seams: the three-role pattern (Definition, Provider, Consumer) that lets you swap any component.
How DeepSeek Harness orchestrates multiple agents: named providers, continuable children, workflow scripts, the Ralph loop, and background jobs explained.
DeepSeek Harness vs Claude Managed Agents compared. Open-source composable plugins vs managed hosted infrastructure. Architecture, trade-offs, and when to pick each.
DeepSeek Harness vs OpenClaw vs Hermes Agent compared. Three architectures for open-source AI agents: plugin composability, multi-channel gateway, self-improving loop.
Three-way comparison of SandBase Managed Agents, Claude Managed Agents, and DeepSeek Harness covering architecture, pricing, and data ownership.