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Evaluating every agent trace costs a fortune.Not anymore.

Trodo catches the agent failures nobody notices until your customers do, and helps you fix every one, so your agent gets better every day.

ORBT

Your agent adapts. Your evaluation should too.

Hallucination check
Agent replynoyessureunsureyesnoCode checkTool call failed?Semantic checkAnswer grounded?Semantic checkAdmits the failure?LLM checkJudge groundingPassPassFail
01

Every trace gets checked

Checks run as a decision tree. Cheap ones decide first; the LLM judge only sees what they can’t.

3 checks, one request
Our model Beta…
  • Grounded
  • Tone
  • Intent
Frontier LLM…
  • Grounded
  • Tone
  • Intent
02

Our model costs a fraction

Hard traces go to our own models, trained for calibrated decisions. 250x cheaper, 25x faster.

This week
  1. Pattern found · 312 traces

    Refund offered before policy check

  2. Fix suggested

    #agent-alertsCheck the refund policy first.

  3. Check updated

    Refund policy check v2

03

It improves itself

Trodo finds patterns across traces, tells your team what to fix, and sharpens your checks.

Most tools stop at the trace. Trodo closes the loop.

EvaluationsLast hour
EvaluationLevelPass · Fail
Refund policy checkTrace14812
Answer is groundedTrace2120
Order id on every lookupSpan961
Gives up instead of answeringTrace2052
Customer left frustratedConversation610
Refund policy checkTriggered
Fails per minute · alert at 5125 / min-60m-45m-30m-15mnow
ThenStart agent Refund triage
# agent-alerts
Trodo 2:14 PM

Refund policy check fired: 12 fails in the last hour. Refund triage is on it.

01

Catch every failure.

Silent failures and hard ones, the moment they happen.

  1. 1Evaluations check every trace
  2. 2Alerts fire on any evaluation, span or trace
  3. 3Your team hears in Slack; an agent starts work

Most tools stop at the trace. Trodo closes the loop.

EvaluationsLast hour
EvaluationLevelPass · Fail
Refund policy checkTrace14812
Answer is groundedTrace2120
Order id on every lookupSpan961
Gives up instead of answeringTrace2052
Customer left frustratedConversation610
Refund policy checkTriggered
Fails per minute · alert at 5125 / min-60m-45m-30m-15mnow
ThenStart agent Refund triage
# agent-alerts
Trodo 2:14 PM

Refund policy check fired: 12 fails in the last hour. Refund triage is on it.

01

Catch every failure.

Silent failures and hard ones, the moment they happen.

  1. 1Evaluations check every trace
  2. 2Alerts fire on any evaluation, span or trace
  3. 3Your team hears in Slack; an agent starts work
Agents / Refund triageSucceeded · 3.7s
Alert · refund check
Lucid · find the cause
Issue
Slack
Lucid · inside this run6 of 6
  1. read_alertRefund policy check · 12 fails in 1 hour0.2s
  2. sqlSELECT 12 failing traces, last hour0.8s
  3. read_spans12 traces · 96 spans1.4s
  4. compareissue_refund before check_refund_policy · 12 of 120.6s
  5. eval_resultsCheck verdicts hold on all 120.4s
  6. create_issueRefund issued before the policy check0.3s

The check is right. The agent is wrong. On damage claims it refunds before checking the policy.

02

Find what went wrong.

Lucid investigates every alert, with evidence.

  1. 1Reads the failing traces and spans
  2. 2Decides: is the agent wrong, or the check?
  3. 3Cites the traces behind every answer
Issues5 open
IssueCategoryEvidence
Refund issued before the policy checkPrompt16
Order lookup times out under loadTool30
Delivery dates quoted without a sourcePrompt5
Payment API retried without backoffInfra15
Returns form link sent to the wrong localeCode3
TriagePromptv2FixCopy as prompt

Refund issued before the policy check

  1. 3w agoFiled by Lucid12 traces
  2. 2w agoVersion 2: root cause rewrittenLucid
  3. 2w agoMerged #45 into this1 trace moved
  4. 1w agoFixed in Claude Code, closedYou
  5. TodayCame back: 4 new tracesReopened in triage
03

Find the recurring cause.

Every failure becomes an issue you can ship a fix for.

  1. 1Root cause, suggested change and evidence
  2. 2One click to Claude Code or Cursor
  3. 3Reopens in triage if it comes back

Keep your stack. Trodo works with all of it.

Agent frameworks

Model providers

Questions? Quick answers.

What is Trodo?

Trodo checks every trace your agent produces in production, finds the failures nobody reports, and helps you fix them. It records each trace, scores it, groups failures into issues with their cause, and proposes the change that fixes them.

See how teams use it
How is Trodo different from a tracing or observability tool?

A tracing tool shows you what your agent did. Trodo also tells you whether it was right. Every trace is checked, failures are grouped and explained, and each one comes with a proposed fix to the agent or to the check.

How tracing works in Trodo
Can I evaluate every trace without the cost getting out of hand?

Yes. Checks run as a decision tree: cheap code checks decide first, then semantic checks, then our own models trained for these decisions. A frontier LLM judge only sees the traces the others can’t settle, so most traces are scored at a fraction of the cost.

Evaluations in the docs
Can’t I paste my traces into Claude or ChatGPT instead?

For a single trace, yes. In production there are thousands, most of them repetitive. Trodo does the narrowing: it finds the failing traces, the step where each one went wrong and the evidence, and you can ask about them from Claude or Cursor through the Trodo MCP server.

Connect the Trodo MCP server
How long does setup take?

Minutes. Install the Python or Node.js SDK, add one init call and one wrap around your agent. Or ask your coding agent to do it with the Trodo skill. If you already export OpenTelemetry, point it at Trodo.

Start tracing
Does Trodo change my agent on its own?

No. Every fix is a proposal. You review the cause and the change, approve it, and it goes live as a new version you can roll back in one click.

Read the Orbt story

Bring your agent. Talk to the founders.

Security.Your traces stay yours.

SOC 2We’re SOC 2 Type I compliant, with Type II in progress.

Every trace evaluated, for a fraction of the cost. Start today.

Set up in minutes. Your agent gets better every day after.

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