Six Patterns for Building Production-Grade AI Quality Systems
1. Why Most AI QA Tools Fail in Production The pattern is now familiar: a team…
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As Reddit stock falls, CEO questions value of Google’s AI Overviews
Like any company, Reddit reports quarterly earnings, and its CEO, Steve Huffman, addresses investors during those…
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Securing Model Context Protocol Servers: 4 Gates From Code to Production
I was showing off a support assistant I’d wired up over the Model Context Protocol. Small…
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Observability for AI Agents and Multi-Agent Systems: When Your System Can’t Tell You Why It Did That
The bug report was received as a customer complaint. An AI agent responsible for managing vendor…
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How to Connect AI Agents With WordPress using MCP (Step by Step)
AI assistants like Claude Code, Cowork, and ChatGPT are incredible productivity boosters, and if you wished…
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The “100x Developer” Paradox: Is AI “Brain Fry” Killing the Craft?
The “10x Developer” used to be a myth—a legendary creature who could out-code a whole team…
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The New Insider Threat Isn’t Human: Securing AI Agents Before They Secure Themselves
In mid-September 2025, engineers inside Anthropic’s threat intelligence team noticed something that didn’t fit the usual…
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The UK will scan asylum-seekers’ faces for age checks—despite knowing the tech is flawed
A spokesperson for Cognitec says they could not comment on their work with the Home Office;…
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GenAI Isn’t Solving the Problem Most Development Teams Actually Have
It was an afternoon when one of our reconciliation flows started throwing NullPointerExceptions in production. The…
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Mastering Fluent Bit: Beginners’ Guide for Contributing to Our CNCF Project Website
This series is a general-purpose getting-started guide for those of us wanting to learn about the…
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A Deep Dive into Tracing Agentic Workflows (Part 1)
Asking Claude, ChatGPT or any other advanced LLM “What is AI?” produces a well structured response…
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The Great Replatforming: WordPress Is Training Its Own Replacement
For twenty years, WordPress empowered millions of people to build websites. It lowered the barrier, democratized…
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Building a Production-Ready AI Agent in 2026: Beyond the Hello World Demo
The Demo Problem: The “Vibe” vs. The “System” In 2026, the novelty of an AI agent…
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Understanding MCP Architecture: LLM + API vs Model Context Protocol
Suppose you want a chatbot that works with PDFs: extract text, search across documents, summarize sections….
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WPBeginner Spotlight 23: WPVibe Brings AI to WordPress + Smarter Automations, SEO, & Fundraising Tools
WPVibe launched on WordPress.org, and with it, something genuinely new: the ability to manage your entire…
