Debugging in HPC: Understanding How to Find Bugs in Parallel and GPU Applications
Introduction Imagine you have written a program that performs a scientific calculation....
Tutorials
Your AI agent will send that email twice. Here's how to stop it
Give an AI agent a send_email tool and, sooner or later, a customer gets the same receipt...
4 mistakes I made building a Claude Code security hook (and how to avoid them)
Claude Code can run a command of yours before every tool call: a PreToolUse hook. It’s a great place...
Forums Lead Trust and Clicks as AI Search Changes Research Behavior
Forums and community threads were the most trusted and most-clicked research format in Fractl’s Quiet...
Your AI Coding Agent Has a Supply Chain. Are You Auditing It?
AI coding agents rely on plugins, skills, MCP servers, and extensions that can execute with developer permissions. A practical checklist for auditing this new software supply chain...
Two prompts took an untested Express API to a passing suite
Two prompts and three manual npm test runs took notes-api from 0 tests to a passing node:test suite, checked against the README.
The 7x Late Token Penalty: Why Long Context Is Bleeding Your Inference Budget
Every engineering team building autonomous coding agents or complex evaluation loops has spent the...
Why Predicting Winner Models Breaks AI Routers
Most multi-model routers treat dispatch as a winner-take-all classification problem. A study across 25 benchmarks shows why that destroys performance, and how outcome regression fi...
A human-gated incident agent in a Switch room: a first-timer walkthrough
If you have ever been on call, you know the shape of the problem. A watchdog alert fires at 2 AM, and...
Handover: I made three AI agents run an exit interview in team chat
When someone leaves a team, the things they know usually leave with them. You find out three weeks...
Handoff Note: Multi-Agent Systems Fail at the Seams
Each agent can pass its own evals and the system still drops facts at the handoff. Pass a typed Handoff Note and check it at every seam.
Writing a text editor in the age of agentic programming
Why a text editor? In March I started a new project to keep experimenting with Claude...
Building a no-sign-up image-to-video app on Cloudflare Workers and the fal.ai queue
I recently shipped a small tool that turns one photo into a 5-second AI video. It has no accounts at...
The Quiet Click: How AI Answers Are Changing Organic Search Behavior
AI-generated summaries may be the first thing many searchers read, but they are not necessarily the...
Google Classroom and Search: what the new school AI controls mean
Google Classroom and Search have different AI rollouts. Schools can choose Search separately; its AI-free configuration remains unpromised.
Handing the mouse to a human: live takeover of an AI agent's headless browser
Our AI marketing analyst (we call it Co-Worker) does a lot of its research in a real browser. One of...
Letting users trust their own MCP clients, without opening a phishing hole
The problem You run your own agent: a Slack bot, a service on a VPS, an MCP client you...
Don't Stop Believing in Foundational Knowledge 🙏🏼
Fayaz argues why fundamental human knowledge is important, no matter how advanced AI becomes.
[Boost]
💀I'm the last mail carrier in the land of the dead. An open-weight model writes all the mail. ...
Reddit Tests Logged-In-Only Access: What It Could Mean for Search and AI Visibility
Reddit plans to begin fully testing a logged-in-only experience in select markets outside the United...
Red-team indirect prompt injection in your agent's data paths
Plant poisoned docs and tool results, observe agent behavior, and harden tools so injections have little room to hurt you.
Linting and improving data science workflows
by Corneliu Cofaru, Adrian Iurov at 0x0α Research. In this article we explore1 how LLM-generated...
The Myth of the 10x Solo AI Developer: A Reality Check from Teams Actually Shipping
Sam Altman is running a betting pool on the first one-person billion-dollar company. Meanwhile, a randomized trial found experienced devs were 19% slower with AI while believing th...
Amazon Dev News • Fire TV APIs & Bee Frontier and Eclipse • Oct 18, 2026
Hey there, dev team! I'm off to Athens for CityJS Athens tomorrow, so this week's post is a little...