Anthropic studied 1.5 million conversations and found we're not checking AI's work
Two new Anthropic studies reveal that users voluntarily cede judgment to AI — and feel good about it until things go wrong.
· 7 min read
Technical Blog
Daniel Dewhurst
Lead AI Solutions Engineer with 10+ years in web development. Writing about AI, Laravel, TypeScript, and the evolving craft of building software.
Latest
Self-hosting OpenClaw on Proxmox with an Ubuntu VM
A practical, reproducible guide to running OpenClaw on Proxmox with Ubuntu, including VM sizing, gateway service setup, security hardening, and troubleshooting.
· 5 min read
More posts
Gemini 3.1 Pro: Google's reasoning leap
Google's latest frontier model more than doubles its predecessor's reasoning score in three months, leads 13 of 16 benchmarks, and ships at the same price. The adaptive compute architecture is the interesting part.
· 6 min read
Claude Code vs Codex for Laravel teams: choosing your AI coding tool in 2026
A detailed comparison of Claude Opus 4.6 and GPT-5.3-Codex for Laravel/Vue/Inertia stacks — benchmarks, costs, ecosystem depth, and practical recommendations.
· 10 min read
Claude Sonnet 4.6: Opus-level performance at a fifth of the price
Anthropic's second major launch in two weeks puts near-flagship capability at $3/$15 per million tokens. The mid-tier label is starting to feel like a misnomer.
· 9 min read
Superpowers: the Claude Code plugin that enforces what you already know you should do
A look at the most popular Claude Code plugin — how it turns AI coding agents from capable-but-undisciplined into structured development partners through composable skills.
· 11 min read