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Every published piece, newest first. 121 and counting.

Six robotics arms with circuit boards and wiring arranged in a row on a workbench in a workshop

MCP Apps put a real interface in the chat, and both ends have to opt in

An MCP server can return an interactive HTML interface that renders inside the conversation, sandboxed in an iframe. The documentation names eight hosts that support it. None of them will show your interface unless your server asks for it too.

Ahmad J · Sep 13, 2026 · 7 min read

A circuit board with resistors, capacitors, and integrated circuits leaning against a concrete wall beside a window

News · business

DeepSeek is retiring its flagship into its cheap model, and the cheap one has vision

DeepSeek released V4.1-Flash on 10 September 2026 and said it will route every V4 Pro request to it four days later, at the cheaper price. The pricing table carries the odd part: the model being retired does not support vision, and the one replacing it does.

Ahmad J · Sep 10, 2026 · 5 min read

A circuit board with gold traces and silver components tilted on a dark surface against a gray background

News · software

Google's cheapest AI plan gets voice in Gmail and Keep, not in Docs

Google added four features to its consumer AI plans on 9 September 2026, and the conditions in brackets are the story. Three of the four skip the entry paid tier entirely, the fourth reaches it in two apps out of three, and on Google's own plans page every tier runs the same model.

Ahmad J · Sep 9, 2026 · 6 min read

Two RAM modules with gold connectors lying on a gray surface, the larger one on the left and a smaller one on the right

News · chips

AWS's new G7 instances won its own benchmark with half the GPUs

AWS benchmarked its Blackwell-based G7 instances against G5, G6 and G6e on 30B mixture-of-experts models. The two-GPU box beat the four-GPU boxes, the cheapest configuration and the fastest one turned out to be different machines, and the same model cost 2.5 times more per token on retrieval traffic than on chat.

Ahmad J · Sep 8, 2026 · 6 min read

A silver iPhone and bronze padlock sit on a dark wooden surface, symbolizing mobile device security

News · security

AWS Bedrock's zero data retention has two exceptions

Bedrock stores nothing by default. Two Anthropic models will not run unless you switch that off, and the switch is an API call with no console for it.

Ahmad J · Sep 8, 2026 · 7 min read

All articles

MCP Apps put a real interface in the chat, and both ends have to opt in

DeepSeek is retiring its flagship into its cheap model, and the cheap one has vision

Google's cheapest AI plan gets voice in Gmail and Keep, not in Docs

AWS's new G7 instances won its own benchmark with half the GPUs

AWS Bedrock's zero data retention has two exceptions

More stories

All articles

MCP Apps put a real interface in the chat, and both ends have to opt in

DeepSeek is retiring its flagship into its cheap model, and the cheap one has vision

Google's cheapest AI plan gets voice in Gmail and Keep, not in Docs

AWS's new G7 instances won its own benchmark with half the GPUs

AWS Bedrock's zero data retention has two exceptions

More stories