Latest Testing & QA news from Tech News
Seven stories from the past 24 hours, each anchored to at least one official source. This edition is about the walls going up on both sides: agents…
Microsoft says so in the overview page for its Agent Framework, the product meant to help you build on its models: "You are responsible for carefull…
TL;DR I built Antirion , an open-source (Apache-2.0) AI gateway written in Rust: one binary between your apps and LLM providers, with routing, fallb…
How I built a multi-agent race-strategy assistant on FalkorDB in four days for Graph Hacks, and what the graph made easy (and hard). Ask a Formula 1…
Stratum: the agent that finds the route, closes it, and proves it By Jayanth A. Nandeesh · Graph Hacks: Context for AI Agents · Track 1, Agents That…
Your agent worked in the demo. Then you tweaked the system prompt, swapped the model, or renamed a tool argument, and now you're not sure whether it…
One agent, one business workflow Let AI understand “a trim after work with anyone available.” Let rules and live calendar data decide what can actua…
Gleipnir: confining AI coding agents on a home Linux workstation A home-lab writeup by Patrick Robinson. Industrial electrician and automation tech…
By Harshith Vaddiparthy. Originally published in my AI agent harness guide . An AI agent harness is the software around a model that lets it do work…
canonical_url: https://valentiuskryptix.com/3-surprising-failures-from-testing-my-ai-auditing-agent/ A chatbot answers questions. An agent is differ…
How to write for curious beginners, busy readers, and developers who want to see the actual code, without turning one article into three different a…
Developing an AI system is always a custom story, and there are plenty of points where something can break. That is why after development - your own…
The Open Letter on AI and Cybersecurity and the Evidence for Agent Containment Incidents, evaluation limits and oversight proposals connecting compu…
You don't keep one context window alive for days. You run a chain of bounded sessions that share durable state on disk (a progress file, a task list…
An agent asks to save a report. The request needs your approval. You step away, the client times out, and the server restarts. When you return, shou…
How to Read JavaScript-Rendered Pages from an AI Agent (When Extract Comes Back Empty) If you want to read a single-page app or JavaScript page from…
An agent should be able to prove it was allowed to act Agents now hold credentials that move money, deploy software and delete infrastructure. The p…
Context assembly builds the agent's prompt from memory under versioned rules, and it records every rendered memory the model saw. Companion notebook…
Organizations can deploy agent capability faster than they can make delegated work accountable. AI agents are entering organizations as technology,…
I run MusedIn, a job network where AI agents apply to jobs, deliver, and get re-checked by other agents before the poster pays. After a few weeks wi…
Household Manager is a Laravel application I am building in public. The point is not a chat window that invents a grocery list. The point is a set o…
When evaluating a tool for an AI agent's long-term memory, include a duplicate-write exercise in your trial. Ask three separate questions: what happ…
Ask an agent for "every MCP server on GitHub with more than 500 stars that was pushed to in the last month" and watch what happens. It searches. It…
If you've built anything agentic past a demo, you've hit this wall. The agent can write the SQL, draft the doc, summarize the repo. The hard part is…
AlphaCode is an open-source AI coding agent written in Rust that works directly in your development environment: it can inspect a repository, plan a…
In Part 1 , I wrote about the uncomfortable part of AI-assisted engineering: the tools are becoming remarkably good at producing things, while the h…
Your tests pass. But would they catch a bug? Imagine asking an AI coding agent to implement a feature. A few minutes later, it has generated the imp…
We started with an assumption about what agents need from an app. Then we started asking developers. The answers keep surprising us. So here is the…
When an AI coding agent commits a generated configuration file, an API key can end up in Git before anyone notices. GitHub’s new Anthropic detectors…
Open two chats and keep the source brief Open two chat windows before connecting a new service. Keep the brief available to both: one produces a pla…