Market landscapes / Observability, Evaluation & Testing / Agent Monitoring & Debugging
Judgment Labs
Monitoring and debugging for AI agents. Judgment Labs surfaces recurring failures in agent behaviour, lets teams search what went wrong, and tests fixes offline before deployment.
Agent Monitoring & Debugging11-50 peoplejudgmentlabs.ai ↗
Updated 9 November 2026
Hiring now
From Judgment Labs's own jobs board, checked every week.
Where the roles are
Against its sector
Judgment Labs has the second most open roles in Agent Monitoring & Debugging, after Adaline. 5 of the 11 active companies in this sub-sector are advertising roles.
Who Judgment Labs competes with
The other active companies we file under Agent Monitoring & Debugging, sorted by how much they are hiring.
Where this fits
Working out why an agent did what it did. Failure detection and root-cause debugging aimed at agents specifically, rather than at the model underneath them. A newer problem than evaluation, and a harder one, because the thing you are debugging made its own plan.
We track hiring and team changes across all 84 companies in Observability, Evaluation & Testing.
Our talent report for this sector shows how Judgment Labs's team compares with its competitors.
What is in it:
- Every company's team size, side by side, grouped by sub-sector
- Who grew their team over the last year, and by how much
- Who is losing people: attrition for each company, against the sector average
- Who is hiring right now, and how many open roles each has
I am Ben Jackson. I map this market, and I hire the commercial teams inside it: sales, marketing, product and delivery.
If you are building a team at a company like Judgment Labs, want to work at one, or think Judgment Labs is filed in the wrong place, put 20 minutes in my diary.
Book 20 minutes with Ben →