15+ min ago  (52+ words) Hacker Noon Deploying On-Device AI Guardrails With Docker 29. 1 and Spanner Omni Senior backend engineer at KAYAK building systems at scale. Writes about distributed systems, AI and tradeoffs. The Architecture of Trust: Why AI Safety is Now a Backend Engineering Problem...

1+ hour, 15+ min ago  (52+ words) Hacker Noon I Built an AWS Pipeline That Reviews, Secures, and Heals Itself Dev Ops & Cloud Solutions Architect skilled in AWS, Azure, GCP, CI/CD, multi-cloud strategy, and scalable infrastructure. How AI Is Transforming Healthcare: And What Still Needs a…...

1+ hour, 41+ min ago  (45+ words) Hacker Noon The Cloud Data Leak: Architecting SQL to Stop Financial Bleeding Digital Healthcare Architect specializing in the design and integration of enterprise healthcare platforms. The Traffic Jam in the Lakehouse: Architecting SQL for High Concurrency...

3+ hour, 28+ min ago  (1098+ words) Despite frequent predictions of its demise, RTSP remains a foundational protocol for video ingest across IP cameras, surveillance systems, industrial monitoring, drones, and other hardware-heavy environments. This article explains RTSP's architecture, its relationship with RTP and RTCP, its security considerations,…...

3+ hour, 28+ min ago  (49+ words) AI-generated 3 D models are helping creative teams speed up production, improve review cycles, and automate custom products. AI 3 D Generation in Production: Real Workflow Results from Game, Hardware, and Print Studios Meshy is a 3 D generation platform transforming text and…...

3+ hour, 28+ min ago  (86+ words) Agent Blackbox is an open-source, local-first CLI that records what AI coding agents actually do rather than relying on their final summaries. By capturing terminal output, git diffs, test results, policy violations, event timelines, and audit logs, it creates evidence…...

3+ hour, 27+ min ago  (82+ words) In this Proof of Usefulness interview, Illya Rochev explains how Developer Farm tackles Goodhart's Law in AI-assisted software development. The framework separates planning, execution, and verification into isolated layers, preventing coding agents from seeing tests or acceptance criteria. The goal…...

3+ hour, 27+ min ago  (95+ words) This tutorial demonstrates how to build a production-ready procedural compliance auditor using NVIDIA Nemotron Omni, v LLM, and the NVIDIA VSS Blueprint. Using HVAC installations as a case study, the system combines multimodal video analysis, document retrieval, self-consistency scoring, and…...

3+ hour, 28+ min ago  (1220+ words) AI Coding Assistants can help developers write code faster, but real team speed depends on review quality, code ownership, testing habits, and clear workflow rules. AI Coding Assistants have become common in software teams Developers use them to write small…...

3+ hour, 27+ min ago  (107+ words) This article argues that evaluating agentic RAG systems requires far more than a single faithfulness score. It explores a production-focused evaluation stack built around RAGAS component metrics, node-level observability with Lang Smith and Langfuse, critic scoring, retrieval-round analysis, latency and…...