The Trade-Offs of Adaptive Key Salting in Kafka
🌍 HackerNoon

The Trade-Offs of Adaptive Key Salting in Kafka

One hot key can pin a Kafka partition at 100% CPU and starve every other consumer. Here's the failure mechanism and a working Go fix using adaptive salting.
Why Banks Are Building Tokenized Deposit Networks
🌍 HackerNoon

Why Banks Are Building Tokenized Deposit Networks

Banks are racing to launch tokenized deposits by 2027 to fight stablecoin deposit flight. Here's why neither wins outright — they're splitting the market.
Justice for CSS
🌍 Wired

Justice for CSS

In defense of the girliest programming language.
🌍 TheVerge

Amazon doesn’t trust Meta’s Muse AI agent

Meta's Muse AI agent has been blocked from shopping Amazon on behalf of its users, GeekWire reports. A popup message started appearing on Sunday for Muse users saying that "continued access by an unauthorized AI agent violates Amazon's Conditions of Use, to which our customers have agreed." According to GeekWire, Meta didn't notify Amazon that […]
🌍 TheVerge

UN says AI safeguards can’t wait for certainty

Governments need to rein in increasingly capable AI agents before their risks are fully understood, a United Nations scientific panel warned in the global organization's first major assessment of OpenAI's hack of Hugging Face earlier this year. The report cements AI's place on the global diplomatic agenda this week as leaders gather in New York […]
🌍 TheVerge

Teardown details the iPhone 18 Pro’s mechanical camera

iFixit's latest device teardown shows us the inner workings of the new variable aperture lens inside Apple's iPhone 18 Pro and 18 Pro Max, alongside some repair concerns to be mindful of. The adjustable mechanical iris opens and closes magnetically, controlling how much light should pass through to the sensor, featuring six leaf-like overlapping blades […]
Building a Hard Gate for AI Agents: How kern Maps Code Repositories Without Network Latency or Cost
🌍 Dev.to

Building a Hard Gate for AI Agents: How kern Maps Code Repositories Without Network Latency or Cost

Subtitle : How to give Claude, Cursor, and Ollama a crystal-clear map of your codebase using AST analysis, 100% locally and privately. Introduction : We’ve all been there: you open up an AI coding agent like Claude or a local Ollama instance, drop in a code file, and ask for a refactor. The LLM hallucinates a dependency that doesn’t exist or forgets the architecture boundaries of your project. To fix it, you end up copy-pasting half your codebase, burning through thousands of API contex...
🌍 Dev.to

We shipped guest play at 17:39 and deleted it at 18:35

Three commits, one evening: 17:39 Show the first score free and let guests play one game per provider 18:05 Let guest plays load their question bank with a signed permit 18:35 Remove guest play, require account for game access Fifty six minutes from shipped to deleted. The middle commit is the interesting one, because it is a genuinely good piece of code that should never have needed to exist, and writing it is what made the deletion obvious. What guest play was ...