Market landscapes / Observability, Evaluation & Testing / Agent Monitoring & Debugging

Traceroot
Production monitoring and improvement for AI agents. TraceRoot traces production failures, detects patterns using LLM judges, and recommends code fixes that developers can test and deploy.
Agent Monitoring & Debugging1-10 peopletraceroot.ai ↗
Updated 9 November 2026
Hiring now
From Traceroot's own jobs board, checked every week.
Building its first sales team. It is advertising for its first go-to-market hire, the hires a company makes when it starts selling properly.
Where the roles are
Against its sector
Traceroot has the third most open roles in Agent Monitoring & Debugging, after Adaline and Judgment Labs. 5 of the 11 active companies in this sub-sector are advertising roles.
Who Traceroot 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 Traceroot'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 Traceroot, want to work at one, or think Traceroot is filed in the wrong place, put 20 minutes in my diary.
Book 20 minutes with Ben →