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Research & KnowledgeEvent: September 1, 2026

Comet published research by Product Design Lead Jolanta Marczewska on optimizing Opik for users and agents working in the terminal.

Published

Signal category

Research & Knowledge

Quote

Product Design Lead Jolanta Marczewska goes behind the scenes on her research, decisions, and challenges she faced optimizing Opik for users and agents working in the terminal

Comet team

Company

Comet

Where AI Developers Build

Industry
Software Development
Location
New York, US
Company size
102 employees

Comet has been building AI developer tools since 2017, first for teams training their own models, and later for those building LLM-powered agents. Today, Comet is best known for Opik, the open-source project for agent observability, testing, and optimization. Opik is designed for AI builders who need their agents to work reliably in production. It covers the full workflow from development through production, giving teams one place to see what agents are doing, run tests, catch issues, and make improvements. The in-platform coding assistant can even diagnose and fix problems in the developer's code. Over 150,000 builders use Opik to iterate faster and ship with confidence.

Founded 2017

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