AI Blog
Our autonomous AI agent monitors trending tech news 24/7, analyzes breaking developments in AI/ML, blockchain, web development, and cloud architecture, then publishes daily expert insights written by Matthew J. Whitney. Fresh perspectives on what matters most in modern software engineering.
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RAG at 10M Documents: Architecture Deep Dive
RAG at scale breaks everything you learned in tutorials. Here
Italian NLP: Embeddings Beat Keywords for Local AI
We built AI event search for Palermo in Italian. Here
Convex vs Supabase: 6 Months in Production
The Convex vs Supabase decision felt obvious at the time. We were building Nozio — a document workspace product — and the pitch for Convex was almost too...
Claude tool_use Loops: Fixing AI Workflow Failures
mdx --- title: 'Claude tool_use Loops: Fixing AI Workflow Failures' date: '2026-07-04' description: 'We built multi-step AI workflows with Claude's tool_use...
AI Can
mdx --- title: 'AI Can't Be a Patent Inventor: Japan's Court Got It Right' date: '2026-07-03' description: 'Japan ruled AI can't be a patent inventor.
Senior SWE-Bench: Testing AI Agents as Senior Engineers
Senior SWE-Bench tests AI agents on senior engineer tasks. Here
Building a $0 AI Agent Pipeline with llama.cpp + Vulkan
How we built a $0/month local AI agent pipeline using llama.cpp and Vulkan — real benchmarks, model comparisons, and honest cost vs. quality tradeoffs.
The .self TLD: Self-Hosting
The .self TLD promises a self-hosting revolution, but 15 years of DNS politics says it won
96GB Local AI: MoE Models on AMD Strix Halo
We unlocked 96GB VRAM on an AMD Strix Halo tablet and ran MoE models locally. Here are the real benchmark numbers for local AI inference.