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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AI Focus & Followthrough: The Real Skill Gap in 2026
AI focus and followthrough are the real superpowers in 2026 — not prompting tricks. Here
Context Engineering: The New Rules for Claude 5
Context engineering isn't a rebranding exercise — it's the moment the industry finally admits that "prompt engineering" was always a polite fiction.
Oliver: AI Agent That Deploys While You Sleep
How we built Oliver, an autonomous AI deployment agent using Claude tool_use + Neon Postgres that handles incidents without waking us up.
Local AI Agent Pipeline: $0/Month in Production
We built a $0/month local AI agent pipeline with llama.cpp + Vulkan. Here
Inheriting 1.8M Users, 0% Test Coverage
We inherited a 1.8M-user platform with zero test coverage. Here
Claude tool_use: Surviving 5+ Chained AI Calls
The Claude tool_use API will humble you around call number four. That's not a guess — that's what happened to us building the research pipeline for KRAIN,...
Claude tool_use: Taming Multi-Step AI Workflows
Here's the deal: the Claude tool_use API is one of the most powerful primitives in the current LLM landscape, and also one of the easiest ways to...
Claude Code
Claude Code burns 33k tokens before reading your prompt. OpenCode does it in 7k. Here
Distributed AI Inference: Mesh LLM Changes Everything
Mesh LLM brings distributed AI inference to peer-to-peer networks via iroh. Is this the future of decentralized AI or an over-engineered detour?