AGENOVA
Developer ToolsQ/85 · Quality reviewed

AgentHarness Benchmarking Suite

$29.99One-time purchase

A method and a scoring model for measuring whether a change to your coding-agent setup made it better, instead of guessing from the last three tasks you happened to run.

Current version
1.0.0
Files included
12
Digital delivery
Instant download

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Built to save a real afternoon

/01

Four metrics reported together, each documented with the specific way it gets gamed

/02

A task suite built from your own merged pull requests, where the verification command already exists

/03

The anti-gaming guard most home-grown benchmarks miss: test files restored before scoring

/04

Wilson intervals and a paired sign test, so a result is a claim you can defend rather than a number

/05

Should-refuse tasks — the only ones that measure whether your setup pushes back on a bad request

What is included

AgentHarness Benchmarking Suite

ANTI-PATTERNS.mdFILE/01
CHANGELOG.mdFILE/02
HARNESS.mdFILE/03
LICENSE.mdFILE/04
METRICS.mdFILE/05
README.mdFILE/06
SCORING.mdFILE/07
TASK-SUITE.mdFILE/08
fr/README.mdFILE/09
metadata/product.jsonFILE/10
tasks/example-refuse-task.jsonFILE/11
tasks/example-task.jsonFILE/12

Requirements

  • A repository with a test suite that passes today
  • A history of merged pull requests to draw tasks from
  • The ability to run your agent headlessly, from a script
  • About a day to build the task suite — it is the part that cannot be borrowed

Digital delivery

Secure download available after payment confirmation.

Practical license

Use and adapt the files in your own projects.

Versioned files

A clear changelog is included in every package.

Version history

v1.0.0

First downloadable release of agentharness-benchmarking-suite.

Good questions, straight answers.

Does this come with tasks I can run out of the box?+

No, deliberately, and that is the central design decision. A borrowed task suite measures a codebase that is not yours, and a public one measures performance on a public benchmark — which models may have memorised. TASK-SUITE.md is a method for building 20 to 30 tasks from your own merged pull requests, where a human already wrote the verification command.

Why five runs per task? That is expensive.+

Because a single run returns 0 or 1, so two configurations 15 points apart will look identical or reversed more often than not. Thirty tasks by five runs by two configurations is 300 runs — an afternoon on a suite of three-minute tasks. With one run per task you do not have a benchmark, you have an anecdote in a spreadsheet.

Is it tied to a particular agent framework or model?+

No. It is model-neutral and harness-neutral by necessity: the whole purpose is to compare them, and a benchmark that assumes one cannot. The example runner is Python, a few hundred lines, and translates directly.

What stops an agent from passing by editing the test?+

The verification step restores every path listed in restore_paths — normally tests/ — from the base commit before running the check, and fails the run outright if a must_not_touch path was modified. This is the guard most home-grown benchmarks omit, and omitting it is what makes a suite reward compliance theatre. It is documented as the way success rate is gamed.

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