Modern AI agents feel smarter than before. They follow steps. They ask fewer irrelevant questions. They appear to “understand” workflows. But this improvement is often misunderstood. The intelligence didn’t improve. The structure did. What changed is not the model’s reasoning ability, but the system around it. Workflow, state, and permissions were moved out of natural…
Agents don’t fail because they are too dumb. They fail because they are allowed to act when they shouldn’t. What people describe as “agents thinking wildly” is more accurately described as agents running wild. They proceed without confirmation. They invent missing context. They cross execution boundaries without awareness. This happens because most agent systems share…
I built a pricing quote bot for an e commerce company. It answered customer questions about product prices. On day three, a customer asked a simple question. How much is this camera. The bot replied with prices from three competitors. The customer asked why the bot was advertising other stores. The bot replied that it…
How to watch Six Nations 2026 live streams from anywhere with a VPN, as France bid to defend the title they won in style last year.
Sam Altman defended OpenAI’s approach to AI safety in a public clash with Elon Musk, revealing the complex challenge of building tools that protect vulnerable users without limiting everyone else.
All the ways to watch Hobart Hurricanes vs Melbourne Stars in BBL15 Knockout with a spot in Friday’s Challenger up for grabs.
When Homebrew Fails You Every macOS developer knows the mantra: “Just use Homebrew.” But when it came to installing Google Cloud CLI, Homebrew led me down a rabbit hole of Python errors, broken symlinks, and network timeouts. This is the story of how I discovered that sometimes, the “official” installer is actually the escape hatch…
Building Apps with AI: Deep Dive into beads Workflow Part 2 of 2: JSONL Memory, Real Examples, and Honest Drawbacks Recap In Part 1, I introduced beads — a git-native issue tracker designed for AI-assisted development. We looked at the Mission House app and the basic workflow. Now let’s go deeper. Where the Tasks Came…
Building Apps with AI: How beads Changed My Development Workflow Part 1 of 2: From Spec Documents to Living Issue Trackers TL;DR I built a real estate comparison app using Claude Code and a tool called beads – a git-native issue tracker designed for AI-assisted development. This post explores how beads transformed my workflow from…
Another prompt injection variant was discovered and remedied.
