Tag

PI-Desktop

Runs local-first AI coding agents in a native desktop workspace to inspect, edit, and execute code with per-session model selection, plugin extensibility, and an approval-based permission layer — keeping projects, keys, and transcripts on your machine.

Octop

Self-hosted, multi-user, multi-agent AI assistant with a web dashboard, CLI, IM channel integrations, cron automation, RAG knowledge bases, and ACP IDE delegation. Runs as a single-process local-first service with pluggable workspace backends and plugin extensibility.

Adds file editing, Git views, task monitoring and side chats to DeepSeek Harness. An extensible sidebar and split bottom workbench keep files, terminals and agent activity beside the conversation.

Runs coding, research and document tasks through a desktop or Web agent. Its Cordis plugin system lets developers replace model adapters, tools and even the agent loop, or embed the runtime through SDKs.

Operate DeepSeek Harness from an interactive terminal with streaming replies, tool cards, session controls and live context metrics. Also offers experimental Claude and Codex backends behind the same interface.

Shows what fills a DeepSeek Harness agent's context and how it changes per request. Browse prompts, tools and messages, trace compaction, and inspect token usage, estimated costs and parent/subagent relationships.