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From the Lab
Thoughts on AI, productivity, and building the future.
SAGE Computer Use: Agents That Drive Real Software
A portable computer-use layer that browses, runs shell, controls a desktop, and verifies its own work, running entirely on local inference.
Introducing Alto: Intelligent Photo Restoration and Enhancement
Alto analyzes your images, identifies what they need, and chains together the right AI workflows in the right order. A research preview from NeuroQuest Labs.
Workflows: Deterministic Pipelines for AI Agents
Agentic loops are powerful but unpredictable. When you know the steps in advance, you need a pipeline, not a prayer. Here's how we built deterministic workflow execution into SAGE.
Lattice: A Memory Engine That Actually Remembers
How We Built Persistent, Grounded Memory for AI Agents and Why Most Systems Get It Wrong
Why We Built SAGE: What Production AI Agents Actually Require
Most tutorials show you how to get an LLM to respond. The hard part is everything after. Here's what we learned building production agents, and why we built the engine that powers everything we ship.