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A reproducible harness for catching agent-eval cheating

A reproducible harness for catching agent-eval cheating is a skill AI agent for Detect cheating in AI agent evaluations to ensure fairness and reliability in benchmarking processes. Pricing: not stated on the product page. As of 2026-09-10, KanonAgent records 2 upvotes. First indexed by KanonAgent on 2026-07-13.
A reproducible testing harness to detect cheating in agent evaluations, ensuring fairness and reliability in AI agent benchmarking.
A reproducible harness for catching agent-eval cheating — official preview image
2 upvotes
Tracked by Kanon since Jul 13, 2026
no signal yet
status
11/100
momentum · conf 0.48
19d
tracked since 2026-08-22
2
evidence records

No signal event on file yet — status is unknown, not "quiet".

📈 Timelinewhat changed, and when
🔎 Known / Unknown 15 of 23 fields unknown
Machine-callable unknown
Open source1 inferred 1 quote(s)
Self-hostable unknown
Bring your own key1 inferred 1 quote(s)
Autonomy level unknown
Pricing model unknown
Integrations unknown

“Unknown” means we have not verified it — it is not a “no”. Hard filters never treat unknown as false.

🤖 Agent teardown · skill
Job to be doneDetect cheating in AI agent evaluations to ensure fairness and reliability in benchmarking processes.
Who it is forAI researchers and developers
Prerequisitesopen source · bring your own API key
Why it matters

It addresses a critical trust gap in AI evaluation, offering both academic rigor and practical utility for building credible benchmarks.

Evidence quotesverbatim, from the product’s own materials

“public GitHub repository (README fetched)”— structural
“export TENSORLAKE_API_KEY=tl_apiKey_... # from https://cloud.tensorlake.ai”— readme
Signal source: Show HN
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FAQ

What is A reproducible harness?

A reproducible testing harness to detect cheating in agent evaluations, ensuring fairness and reliability in AI agent benchmarking.

What does A reproducible harness do?

Detect cheating in AI agent evaluations to ensure fairness and reliability in benchmarking processes.

Why does A reproducible harness matter?

It addresses a critical trust gap in AI evaluation, offering both academic rigor and practical utility for building credible benchmarks.

Is A reproducible harness open source?

Yes — A reproducible harness is open source.

How popular is A reproducible harness?

As tracked by KanonAgent: 2 upvotes (first indexed 2026-07-13).

What are the best A reproducible harness alternatives?

Similar AI agents tracked by KanonAgent: ECC, open-design, deer-flow, Agent-Reach, ruflo, career-ops.

A reproducible harness for catching agent-eval cheating alternatives — similar AI agents

ECCopen-designdeer-flowAgent-Reachruflocareer-ops

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