MCP Went Stateless. If You Run Agent Tools, Your Hosting Bill Should Drop
The 28 July 2026 MCP revision makes the protocol stateless and adds Tasks and MCP Apps as extensions. What changes for anyone running agent tools.
Claude Code Now Runs Agent Fleets. Here’s How to Drive Them Without Burning Cash
Claude Code’s July 2026 releases are about control: subagent depth limits, background agents and /fork. A practical guide to running the fleet cheaply.
ChatGPT Work: OpenAI Wants to Run Your Job, Not Just Answer Your Questions
OpenAI’s ChatGPT Work launched 9 July 2026 on GPT-5.6. Here is what it actually does and how a solo operator should use it without getting burned.
Google Rolls Out Cheap Gemini Flash While the Flagship It Promised in June Is Still Missing
Google launched Gemini 3.6 Flash on 21 July, cheaper and leaner. But the 3.5 Pro flagship Pichai promised for June is still nowhere to be seen.
Moonshot Gave Away a 2.8-Trillion-Parameter Model. The Catch Is 1.4 Terabytes
Moonshot released the full Kimi K3 weights on 27 July, the biggest open model yet. It tops WebDev Arena and undercuts closed US labs, if you can host it.
Claude Opus 5 Lands at Half the Price of Anthropic’s Best Brain
Anthropic released Claude Opus 5 on 24 July at unchanged Opus pricing, close to Fable 5 intelligence for half the cost. Here is what actually changed.
The Honest Case for Not Depending on OpenAI, Anthropic and Google
Five clear-eyed reasons to reduce your dependence on the AI giants, price, privacy, deprecation, outages and lock-in, plus the honest counter-case the self-host crowd skips. Part 2 of the Own Your AI series.
The Mysterious ‘Hum’ That’s Tormented People for 50 Years May Be Coming From Inside Their Own Heads
A Norwegian study of 28 people who hear the mysterious global ‘Hum’ concludes it is most likely a form of low-frequency tinnitus, generated inside the auditory system rather than out in the world. Not 5G, not sonar, and regrettably not aliens.
Those AI Calorie Apps Are Lowballing Your Lunch by About a Third, a New Study Finds
An NIH study fed 102 known meals through popular photo-based calorie apps like MyFitnessPal and LoseIt. They undercounted calories by 250-345 per meal and fat by ~30g, worst on high-fat meals. The confident number on your screen is a guess in a lab coat.
A Bacterium From a Frog’s Gut Wiped Out Cancer in Mice With a Single Dose. Yes, Really
Japanese researchers found a bacterium in frog and newt guts, Ewingella americana, that completely eliminated colorectal tumours in mice with a single dose and a 100% response rate, outperforming standard therapies. A striking result, with the giant caveat that it is still mice.