Products

Systems for managing agents and trusting their output.

Agent Control Systems

Manage the agents doing your work: structure it, watch it, configure it.

• DeepWork: Give agents workflows they can follow without constant supervision. Source available →
• Panopticon: Watch unattended runs by exception. Open source →
• Outfitter: Dotfiles for your coding agent: make, share, and switch profiles. Open source →
• 2119: Enforce that every requirement has an honest test. Open source →

Agentic Data Analysis

Agents that search your data and return evidence an analyst can act on.

• Finder: Give agents evidence before they act. Free to use →
• Finder for Teams: Find patterns across modeled warehouse data. Commercial →

Research

What we're exploring now.

• Outfitter Actions: Run Outfitter profiles headless from GitHub Actions: scheduled and event-driven reviewer and task agents. Open source ↗
• SemLang: A semantic analytics language that gives agents a governed view of your data; compiles to Malloy. Research preview ↗
• autoimprove: Train portable markdown skills for coding agents from your own sessions; a SkillOpt-style training loop. Open source ↗