AI evaluation for software engineering & IT operations.

Realistic tasks, clear scoring criteria and expert review to help you understand how AI agents perform on practical technical work.

Discuss a pilot

Realistic evaluation tasks

Scenarios such as investigating an incident from logs, reviewing a code fix or following a runbook, using synthetic or appropriately licensed public material.

Clear scoring criteria

Expected outcomes and explicit checks for correctness, use of evidence and appropriate actions.

Expert review

Assessment of agent responses, with a concise account of failures and their practical significance.

A small, focused starting point

Hepily Tech is an early-stage, founder-led venture seeking initial pilot projects. Start with one workflow and an agreed set of tasks, deliverables and review criteria.

Led by Laurence McCotter, a technology leader with over 25 years’ experience in software engineering and financial technology.