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02

Evals

Every change, scored.

Replay your test cases against any version and see the pass rate, the regressions and the exact cases that moved.

tracewell / support-triage / run_8f3a

LIVE

RUNS

run_8f3a

support-triage

2.41s

run_8f39

support-triage

3.08s

run_8f38

refund-policy

11.2s

run_8f37

support-triage

1.97s

run_8f36

billing-lookup

4.30s

run_8f35

support-triage

2.62s

SUITE · 128 CASES

support-triage evals

GATE 95%

PASS RATE

96.1%

VS MAIN

+1.6 pts

NEW FAILS

0

CASE

SCORE

VS MAIN

refund-edge-12

0.41

−0.22

tone-angry-03

0.88

+0.04

pii-address-07

1.00

0.00

tool-timeout-02

0.93

+0.11

billing-split-19

0.90

+0.02

greeting-short-01

0.97

0.00

PASS RATE · LAST 12 RUNS

Gate

≥ 95% · passing

5 cases moved from fail to pass after the prompt change in v2.4.0.

support-triage / run_8f3a

LIVE

SUITE · 128 CASES

support-triage evals

GATE 95%

PASS RATE

96.1%

VS MAIN

+1.6 pts

NEW FAILS

0

CASE

SCORE

VS MAIN

refund-edge-12

0.41

−0.22

tone-angry-03

0.88

+0.04

pii-address-07

1.00

0.00

tool-timeout-02

0.93

+0.11

THE PROBLEM

A prompt change looks fine in a demo and breaks an edge case nobody remembered. Without a repeatable test, quality is whoever tried it last.

HOW TRACEWELL HANDLES IT

Evals are plain code or plain-language rubrics. Run them locally, in CI or on every deploy, and diff the scores against main.

01

How it works

Three steps from nothing to useful.

01

Build a dataset

Add real runs as cases, redacted by your rules.

02

Write a check

A function that returns a score from zero to one, or a rubric.

03

Gate the merge

Fail the pull request when the pass rate drops.

128

cases replayed in under a minute

128

cases replayed in under a minute

+1.6 pts

pass rate gained against main in v2.4

0

new failures reached production last quarter

Try it on your own agent.

Free for 10,000 runs a month. No card, and the first trace takes five minutes.

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