Build · Improve reliability
LLM Eval Harness
Build an evaluation suite around your prompts, example inputs and expected outputs, so your team can test changes against the work the system is meant to do.
Published timing: 7 days
Final scope and timing are confirmed before work begins.
The shape of the scoped work, not a client result or a finished-product screenshot.
The work today
Prompts, example inputs and expected results.
There is no repeatable regression test for the team’s actual tasks.
The progress to work toward
An evaluation suite and regression harness built around agreed examples.
The engagement is scoped around your inputs and acceptance criteria. The outcome is a goal, not a guarantee.
A concrete engagement
When your vendor updates the model, you find out from a user complaint. I build an evaluation suite and regression harness so quality regressions surface in a test run, not in production.
prompts + example inputs and expected outputs
Discuss access requirements first. Do not send passwords or private customer data in a public enquiry.
A known-good candidate and a deliberate regression producing different test results.
An example to agree during scoping, not a claim that this evidence has already been produced for your project.
A useful fit
You can supply representative examples and define acceptable results.
A different starting point
You mainly need live alerts or have not yet defined what a useful output looks like.
An existing native feature or a smaller change may be sufficient. The call should establish that before a build is proposed.
Evidence, with its limits
The process diagram explains the mechanism. It is illustrative, and it does not establish results for your workload.
The published offer establishes the advertised scope. It does not establish results for your workload.
Ask to review a relevant example and agree the evidence your engagement will produce before committing.
Before you commit
Price basis. $15,000 USD · published project price. Scope, timing and fees are confirmed in the proposal.
Operating costs. Model usage, hosting and any agreed ongoing support are separate where applicable.
Build payments. The services page advertises 50% at kickoff and 50% at delivery for builds. Confirm the applicable payment schedule in your proposal.
Support and cancellation. Confirm support coverage, cancellation and rescheduling terms before committing. A refund policy is not specified here.
Read the existing service terms ↗
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