Beyond grep: the thesis of the rich-context AI coding harness
Ars Technica states what code agent practitioners were observing: context strategy has become the real lever - not the underlying model.
Jul 20, 2026 at 16:42 9 12
Kimi K3 reception layer: how the analyst reads splits - and what actually shipped
A week after the go-live of Kimi K3, analysts' interpretations diverge. TechCrunch headlines "threat or menace," while practitioners put it into production. The real signal is no longer the model: it's the adoption curve.
Jul 19, 2026 at 00:37 7 8
How do software professionals really judge the code generated by AI?
An Unregistered Report on arXiv tackles the question we were avoiding: what criteria, what biases, do developers use when they accept - or refuse - the code of an LLM. This is the empirical foundation that was missing from the debate.
Jul 13, 2026 at 09:14 9 12