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News
Why AI Projects Stall Between Concept and Production
2+ week, 2+ day ago (1262+ words) Many AI projects succeed as prototypes but fail in production due to data, integration, governance,...
Turning AI Prompting into an Engineering Practice
1+ week, 4+ day ago (1563+ words) Golden prompts turn ad hoc AI prompting into reusable, governed engineering assets for consistent, secure, high-quality outcomes. AI-assisted software engineering is becoming part of software development on a daily basis. AI tools are used now for code creation, writing tests,…...
Beyond Agent-Washing: Engineering Production-Ready AI Agents
1+ week, 4+ day ago (753+ words) decisions faster than any human reviewer can watch in real time. Before accepting any vendor's "AI...
Building Agentic RAG, Step by Step
1+ week, 1+ day ago (675+ words) grounding. Retrieval-augmented generation solved a real problem: it grounded LLM outputs in facts the model...
Why Your CI/CD Tools Are the New Cyber Battlefield
3+ day, 21+ hour ago (800+ words) Fifteen years in, and the conversation I have most often with security leads still starts the same way: how's your perimeter, how's your endpoint coverage, how's your SOC staffed? Almost nobody opens with "how's your pipeline." That's the gap I…...
MCP for Enterprise Tasks
1+ week, 1+ day ago (1155+ words) Agentic clients via MCP are a new human interface to old software. They are an appealing choice: they use native language. But it is not always the wise approach. Traditional enterprise UX has two unsatisfying answers: build heavyweight forms that…...
A Field Guide to AI Agent Frameworks
3+ day, 44+ min ago (731+ words) around $8 a month, with usage billed per shift of real work rather than a flat seat price. Use this category...
Building an AI Incident Response Runbook
5+ day, 22+ hour ago (353+ words) incident involves AI — a toxic hallucination with real consequences, a discriminatory algorithmic output,...failure paired with legal escalation happening in real time. One hallucination, a thousand claims: that's...because the incident now has to be classified against real regulatory deadlines....
What It Actually Means to Be an AI-Native Data Engineer
1+ week, 5+ day ago (1125+ words) acceleratable by an order of magnitude. That compression is real. A pipeline that took a week to build from scratch...
How Performance Engineers Fix Hidden System Bottlenecks
6+ day, 1+ hour ago (1579+ words) Picture a business-critical SQL query crawling for seven hours. Nearly a full workday. The system keeps grinding through data, the business keeps losing time and money, and users are stuck waiting. Then a performance engineer steps in. After a few…...