agentfield

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.

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.

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

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

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.

Multi-reasoner benchmarking studio that compares hand-crafted prompts against DSPy‑compiled programs for passage Q&A across LLM providers (Ollama/OpenAI/OpenRouter). Includes orchestrator, scoring (Exact Match + token F1), gap analyzer, and a React dashboard.