Testing & QA — Tech News

Measuring How Cost Scales by Counting Instead of Timing

Code: Megapixel99/countfn Every empirical complexity tool I could find on either registry measures elapsed time. PyPI's big-O estimates the class fr…

measurement statistics python node

Code: Megapixel99/undetermined Plenty of libraries fit a curve to measurements and hand you back a number. undetermined hands back a number with the…

statistics measurement python node

Code: Megapixel99/canfail A CI guard that has never failed may be incapable of failing. A lint rule disabled by a config merge, a type check whose g…

verification python measurement

Between 20 August and 31 August I published ten small packages, eight of them on the last day. The first of the eight repositories was created at 06…

verification measurement python node

Code: Megapixel99/assay-checks assay audits mutation harnesses: the scripts that deliberately break your code and check that a test notices. It look…

mutationtesting verification measurement

Update — v0.3.1 released. CauterRule is now live on GitHub and PyPI . It turns repeated agent failures into permanent standing rules — extract, repl…

ai llm measurement agents

I have a small transformer that turns a one-line spec into a working web app. It is 11.9M parameters, 6 layers, d=384, trained on 4,176 generated pr…

measurement codegeneration llm tokenization

I asked models to extract facts with provenance two different ways. Naive: return {answer, quote} , insist the quote is verbatim, then string-match…

llm extraction provenance measurement