agentfield

Autonomous software engineering fleet of AI agents for production-grade PRs on AgentField: plan, code, test, and ship.

#1 open-source code reviewer on Code-Review-Bench

AI-native code security auditor on AgentField that proves exploitability with verdicts, traces, and actionable evidence.

Automate viral reel/tik-tok videos via AI multi-agent system. ~$0.1/reel.

Autonomous AI backend for deep research AI applications.

Turn any MongoDB Atlas collection into an AI-powered intelligence layer. Config-driven, domain-agnostic document enrichment powered by AgentField.

Learn harness orchestration: seven notebooks that climb from one agent call to a system that writes its own execution graph. Companion to the AlphaSignal talk.

Annotate any LeRobot dataset with a swarm of agents. Turn raw demos into training-ready data for robotic foundation models.

Turn messy artifacts into a cited knowledge graph and a queryable RAG packet, with baidu/Unlimited-OCR visual intake.

Byte-exact, copy-on-write forks of your whole workspace, so coding agents run in parallel on one machine or on any other, with zero merge conflicts.

Adaptive inbound person intelligence on AgentField — verified public research, organized outreach context, and cited PDF briefs.

Autonomous scientific paper writer - turn a research folder into a submission-ready LaTeX paper, grounded in your real numbers.

Prompt → multi-agent research → script → editorial → narration + free stock footage → final.mp4. Video essays on AgentField, cut by the AForge harness.

ORBIT is a multi-agent AI platform that automates tech community operations using AgentField, Google Gemini, FastAPI, and React.

The governance plane above harness orchestration — a cross-Field control loop that turns AI agent/harness executions into versioned, governed standards: drift detection → causal attribution → objective-arbitrated write-back, over DID-signed multi-tenant ingestion. The 4th plane atop LangGraph · AgentField · harness orchestration.

A production-grade AI agent system built with AgentField, Python, React, and Docker Compose.

Automate code review processes with this open-source tool to improve software quality and team productivity.