Getting Started
Quickstart
Master environment requirements, zero-config Web UI launch via npx, source build, and model API key setup.
DeepSeek Harness Hands-on Tutorials
Master end-to-end AI agent development on the Cordis microkernel. From scaffolding your first security guard plugin, defineTool typed tools, and schema validation, to mastering Fiber lifecycle state machines, dependency injection, event dispatching, three-layer capability architecture (Seam/Provider/Tool), and custom streaming LLM adapters for production-grade agent engineering.
Microkernel Architecture
Cordis Framework Overview
Systematically understand the spatiotemporal composability philosophy, microkernel design, service dependency graph, and isolated contexts.
Recommended Reading Path
Master Agent = Model + Harness philosophy and installation, explore Cordis plugin architecture, and understand 4 preset modes.
Quickstart: Web UI & Installation
Spin up a local Web UI console with zero configuration using npx, configure DeepSeek-V3/R1 model credentials and sandboxes, and run your first Agent loop.
Get Started
Basic: First Plugin & Tool
Scaffold a new plugin project from scratch, implement apply(ctx, config) lifecycle hooks, configure Standard Schema input validation, and declaratively register typed agent tools.
Start Learning
Framework: Services & Events
Master Cordis reactive Context dependency topology, manage singleton services and shared states, and build composable async event interceptors and middleware pipelines.
Explore Framework
Guide Table of Contents
Structured directory by getting started, basic plugin development, core framework, production practice, and Cordis framework.
Starter Tutorials
Quickstart installation, Web UI setup, and model configuration guide for DeepSeek Harness.
Core Development
Build, configure, package, and install your first Harness plugins and tools.
Framework
Deep dive into plugin lifecycles, service dependency injection, and event buses.
Advanced Practice
Capability three-layer decomposition and custom LLM inference streaming adapters.
Cordis Framework Guide
From microkernel fundamentals to services, events, config, and entering Harness.
Extended Resources
Explore official DeepSeek announcements and docs.
DeepSeek Plugins Marketplace
Explore 110+ curated Cordis plugins spanning core orchestration, AST analysis, Docker sandboxes, Kafka streaming, and MCP bridges with one-click declarative install.
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DeepSeek Harness Developer Docs
Explore complete quickstart guides, Cordis microkernel API references, PTC execution paradigms, and Trajectory append-only event streaming specifications.
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DeepSeek Official GitHub
Track the official open-source repository, dive into the agent infrastructure codebase, contribute plugins, and submit community issues and PRs.
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