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AgentLab

Test, evaluate, and understand your AI agents.

AgentLab is an open-source, local-first platform for testing AI agents with YAML suites, secure command execution, PASS/FAIL/ERROR analysis, and downloadable JSON/HTML reports. It includes a CLI and local web GUI with no cloud upload, database, or telemetry.

Top comment

Hi Product Hunt! I built AgentLab because AI agents are difficult to trust without repeatable tests and clear evidence. AgentLab lets developers define YAML test suites, run local agents securely, inspect PASS/FAIL/ERROR results, and export JSON/HTML reports—all locally, with no cloud upload or telemetry. I’d love your feedback on the workflow and which evaluators you would like to see next.

About AgentLab on Product Hunt

Test, evaluate, and understand your AI agents.

AgentLab was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #74 on the daily leaderboard. AgentLab is an open-source, local-first platform for testing AI agents with YAML suites, secure command execution, PASS/FAIL/ERROR analysis, and downloadable JSON/HTML reports. It includes a CLI and local web GUI with no cloud upload, database, or telemetry.

On the analytics side, AgentLab competes within Open Source, Developer Tools, Artificial Intelligence and GitHub — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how AgentLab performed against the three products that launched closest to it on the same day.

Who hunted AgentLab?

AgentLab was hunted by FOKRUL ISLAM. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.

For a complete overview of AgentLab including community comment highlights and product details, visit the product overview.