Technology
Claude Testing& Development
A model in production is a dependency whose behaviour changes without a version bump on your side. Where a product is built on Claude we treat it that way: a golden dataset, an evaluation harness scoring accuracy, grounding and refusal behaviour, and thresholds that fail a build when quality moves the wrong way after a prompt change or a model update.
Prompt regression suites run in CI, not by hand
Grounding and hallucination checks against source context
Refusal and safety behaviour verified, both directions
Cost and latency tracked alongside quality
Questions
Frequently Asked Questions
Straight answers, written the way we'd say them on a call.
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16+
Years QA leadership
The founder's enterprise QA career across OTT, SaaS, e-commerce and regulated utilities. Not a team total.
17
Testing disciplines
Each one has its own page, scope and deliverables. Counted from that list, never typed by hand.
6
Markets served
Availability, not delivery history. Each market's page says plainly where we have clients and where we do not.
1
Business day to reply
A Senior Engineer answers, not an autoresponder or a scheduler.
Tell us where quality hurts
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