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MLOps & Governance
Tracking, model registry, feature stores, lineage, and compliance.
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Latest in MLOps & Governance
The Agent Governance Stack Is Forming: Four Products, Two Weeks, One Pattern
8+ hour, 43+ min ago (191+ words) Okta, IBM, Broadcom, and Dataiku each shipped standalone agent governance tools between August 24 and early September. They approach the problem from different infrastructure layers—identity, orchestration, security, observability—but the convergence signals one thing: the market is building guardrails before…...
My audit printed 0 of 0 and called it a pass
12+ hour, 23+ min ago (560+ words) Three of the phases in my audit printed this: Nothing had been examined. No verdict file existed. The audit concluded the phase was ahead of everything it was supposed to be compared against. It is not a bug in the…...
How Do You Actually Deploy a Machine Learning Pipeline?
12+ hour, 16+ min ago (435+ words) A trained model sitting in a Jupyter notebook has never made anyone money. The accuracy score can be excellent, and it still won’t matter if …...
Attestly: Generate EU AI Act Annex IV docs from your agents’ operational traces
22+ hour, 1+ min ago (157+ words) Most of the evidence needed for EU AI Act Annex IV documentation already exists inside the operational traces your AI agents produce — tool calls, human interventions, errors, model invocations, and deployment changes. Attestly reads those traces (OpenTelemetry, LangSmith, AgentOps, MCP…...
Claude CRO Audit Workflow: Faster Data Triage With Human Evidence Validation
1+ day, 7+ hour ago (665+ words) The central lesson from Search Engine Land's Claude CRO audit workflow is that useful AI assistance starts with bounded tasks. Asking an LLM to simply “run a CRO audit” risks producing broad recommendations that sound polished but are weakly grounded....
Two Sources of Truth Will Always Disagree
2+ day, 2+ min ago (316+ words) Somewhere in your system the same fact is stored twice. A count in a column and the rows it is counting. A status on the order and a status on the payment. An email in the profile service and the…...
Low-Code AI Governance: 8 Questions IT Should Ask Before Business Teams Build
2+ day, 18+ hour ago (835+ words) How many apps will your business teams build in the first 90 days if you hand them a low-code AI platform that works? At Flex, a New York fintech, the answer was 170, with 70 in daily use across 18 departments, which is the…...
Rebuilding research from the ground up
2+ day, 13+ hour ago (369+ words) UX Research – Think First Sep 10, 2026 – The estimated reading time is 16 min. Welcome to Season 2 of Think First: Perspectives on research with AI. In Season 1, we heard from researchers across the industry about how AI was reshaping their craft. This season,…...
How I parsed all 50 US state landlord codes and built an offline legal defense suite for renters
2+ day, 13+ hour ago (165+ words) I'm a full-stack developer, and recently I got fed up seeing friends and fellow renters repeatedly get ripped off by landlords — especially when it comes to bogus security deposit deductions, ignored emergency repairs, and informal roommate disputes. Most tenants don't…...
What Is MLOps? How Teams Build, Deploy, and Monitor Machine Learning Systems
1+ week, 6+ day ago (1155+ words) MLOps deserves a precise explanation because its name identifies a particular information flow, training choice, runtime mechanism, or governance boundary. Treating it as a synonym for “advanced AI” makes claims impossible to test. This guide follows the concept from its…...