Loop Engineering is the practice of designing recurring systems for AI agents and coding agents. Instead of prompting an agent turn by turn, you build a loop that discovers work, delegates it to one or more agents, verifies the result against tests or other deterministic gates, persists state outside the model, decides what happens next, and runs again on a cadence, an event, or until a verifiable goal is reached. It sits above prompt, context, and harness engineering: those improve a single run, while loop engineering governs repeated agent work over time, including budgets, retries, escalation to humans, and stopping conditions.
Independent executor–verifier orchestration for software changes.
Attributed, resolvable artifact references for agent handoffs — a ~30-byte token instead of pasted context. MCP-native; the reference layer for the agent-harness world.
Desktop app for harness engineering, loop engineering, graph engineering—and whatever comes next in local AI-agent workflows.
TigrimOSR is the Rust version of TigrimOS — a high-performance native desktop rewrite of the original Python/Node.js AI assistant. Built entirely in Rust using egui for the UI, TigrimOSR delivers faster startup, lower memory usage, and a single self-contained binary with no Node.js or Python runtime required to run the app itself.
A cross-platform agent framework and samples, support on Windows/MacOS/Android/iOS/HarmonyOS
Local AI workbench: plan, queue, route, validate, and hand off long-running work using your already-installed Codex and Claude Code CLIs as hidden workers.
A Rust-first autonomous AI agent runtime and CLI code editor. Built on SenAgentOS, it applies Harness Engineering to code engineering: orchestrate LLM agents for autonomous exploration, refactoring, testing, and debugging. Performance, stability, security – fully harnessed.
Let your favorite AI coding agents work the night shift. A CLI utility to autonomously resolve your open GitHub issues while you sleep.
Loop Engineering for AI coding agents: Claude implements, Codex reviews, OpenCode plugs in, design stays consistent.
a library for writing fast, quick and deterministic agentic loop
cross-provider orchestrator for agents, built on herdr
🕹️ Agent cockpit for spec-and-loop driven development.
DeepSeek-first local Windows agent for files, research, automation, verified computer use, and auditable office workflows.
