Tabish alam·2h agoEvaluating LLM Outputs in ProductionA model that passed every test before launch can still fail quietly a month later. The prompt changes, a new version ships, users ask…
Inidealo Tech BlogbyTobias Senst·7h agoAI assisted Research with OpenSpec: From Spec-Driven Development to Spec-Driven ML ResearchWhat if AI coding agents could do more than just write code? What if they could help researchers turn ideas into experiments, build on…
Shrinath Suresh·11h agoDatasert Tracking | A-Z with MLflowWe’re now at the fourth post in the MLflow A–Z series!
Jacky Jiang·12h agoThe Model Is Not the Skill: Making AI-Assisted Research ReusableYour AI agent built the model. Who will remember how to update it, reproduce it, and use it for the next research question?
Sahin Yelkenci·21h agoDerinlemesine MLOps — Makine Öğrenmesi Sistemlerini Üretime Taşıma Sanatı — Bölüm 28 — Azure…KISIM VII — BULUT PLATFORMLARI (HAZIR YAPILAR)
Sahin Yelkenci·21h agoDerinlemesine MLOps — Makine Öğrenmesi Sistemlerini Üretime Taşıma Sanatı — Bölüm 27 — Google Cloud…KISIM VII — BULUT PLATFORMLARI (HAZIR YAPILAR)
InTowards AIbyCameron Jagoe·22h agoWhen the Benchmark Is Wrong: Three Kinds of Error That Look Like Model FailureI had blind second and third analysts re-label 500 product pairs. We found 16 annotation mistakes, 49 convention disputes, and a problem…
Andrey Lesnikov·1d agoReserve before you run: a budget guard for LLM inference on KubernetesA token budget that only gets checked after the response comes back gets checked too late. By then the model has already run and the money…
Roni Das·1d ago8 ms in the Notebook, 4 Seconds in Production: Serving a Model as an API (AI Engineering in 30…Why a model that predicts fast can serve slowly, how dynamic batching fixes it, and how to budget every step against a p99 target.
Mary Hilton·1d agoWhat a Forward Deployed Engineer Should Capture Before an AI Pilot Goes LiveAn AI pilot can look promising in a demo and still be difficult to operate. The gap often appears when a customer asks a practical…
