45+ min ago  (1027+ words) Static governance is fine right up until your agent changes modes mid-session. The same agent can spend turn 1 researching docs, turn 8 editing code, turn 14 fixing failed tests, and turn 20 preparing a production deploy. Pretending one startup-time config should govern all…...

5+ hour, 17+ min ago  (178+ words) How do you scale your network from 400 G to 800 G'without replacing your entire infrastructure? This is. .. Tagged with networking, datacenter....

15+ hour, 24+ min ago  (120+ words) Hacker Noon How to Build Production ML Systems That Detect Failure Early Data Scientist at DFE, UK. |(GORS Badged)|AI Researcher|Microsoft Certified in LLM, Agentic AI, Azure AI, Data Science Building a Multi-Agent AI System in Python for More…...

1+ day, 7+ hour ago  (765+ words) Per Zalando's engineering blog, the company runs a multi-stage machine learning platform that starts with a hosted experimentation environment called **Datalab** (a browser-accessible, Jupyter Hub-based workspace) and moves to large-scale processing on **Databricks** for Apache Spark workloads. The platform integrates…...

1+ day, 17+ hour ago  (715+ words) TL; DR " I set up a complete MLOps stack on my Windows 11 PC using Multipass + k3s. This is the real guide " including every error I hit and how I fixed it. No fluff, no perfect screenshots. Just what actually worked. Cloud…...

2+ day, 7+ hour ago  (100+ words) Seven strategic products that extend the core platform " from free risk tooling and open source SDKs to certification, APIs, and insurer partnerships. Runtime interception for AI agents. Every tool call goes through synchronous policy enforcement before execution " not after. Tamper-evident…...

2+ day, 10+ hour ago  (333+ words) I abandoned this Kubernetes platform on April 4th. 48 days later I rebuilt it: Crash Loop Back Off everywhere " self-service Git Ops, policy enforcement, and deterministic recovery. 21 checks. 0 failures. Here's exactly how Git Hub Copilot helped. Tagged with devchallenge, githubchallenge, githubcopilot, mlops....

2+ day, 23+ hour ago  (607+ words) Agentic data management company Acceldata this week announced the general availability of its autonomous data & AI platform. The concept is simple enough" bring governed compute to wherever enterprise data lives. This platform enables developers to autonomously run data analytics and…...

3+ day, 12+ hour ago  (398+ words) Give Copilot Kit a " on Git Hub The framing that once pitted MCP against A2 A against AG-UI has given way to a recognition that these protocols solve fundamentally different problems " analogous to how TCP, HTTP, and HTML operate at different…...

3+ day, 13+ hour ago  (1191+ words) AI is no longer just something employees use. It's something that reasons, acts, delegates, and increasingly reproduces. In fact, an AI agent could find credentials you don't know exist, use them for purposes you never authorized, and damage your production…...