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Mission

We build AI products and do research so agents produce work humans can rely on.

Our product is goodeye, a private home for your skills and verifiers. It keeps them private and up-to-date on every machine, and shares them only with people you choose. Start at goodeye.dev.

Insights

Latest research, releases, and experiments

Evaluation Is the Foundation of Agent Harness Design

OpenAI and Anthropic independently arrived at similar patterns for designing effective agent harnesses. In both cases, evaluation is the foundation. The teams that get judgment right will build better AI pro...

Date: March 25, 2026
Category: Article

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The Tufte Test: Teaching an AI Agent to Make Better Data Visualizations

AI agents make generic charts. I held one to Tufte's data visualization principles and had it keep improving until the chart carried the story, the same standard that now ships as a public, reusable chart wo...

Date: March 19, 2026
Category: Article

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The November 2025 AI Coding Surprise, Model by Model

In November 2025, AI coding tools went from halting and clumsy to surprisingly capable. We gave 22 models the same prompt and ran five replicates each to make the shift visible.

Date: February 20, 2026
Category: Experiment

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