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A Kubernetes rollout passed in two minutes, then pods crashed at minute five
A delivery tracking API release showed as successful in Kubernetes, but its new pods began failing five minutes later. The team explains why its checks missed the problem.
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Syl Explores Compile-Time Dependent Types With a Modal Type System
A developer’s experimental language, Syl, aims to bring dependent types to systems programming by encoding compile-time computation in a modal type system.
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Arduino Robot Uses SLAM to Map and Navigate Its Surroundings
A hobbyist project shows an Arduino-powered car building a map of its environment while tracking its own position.
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Round ESP32 Display Turns Into a Smart Kitchen-Style Timer
A open-source countdown timer built on a round touchscreen CrowPanel shows how a rotary dial can make setting time intuitive.
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Type Server Protocol: A JSON-RPC Interface for Python Type Analysis
Microsoft’s experimental Type Server Protocol (TSP) gives editors and tools a standard JSON-RPC way to query Python type-analysis data from a type server.
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Dropping Next.js Took a Blog to a Perfect 100 on Lighthouse
A solo developer reached 100 in every Lighthouse category after replacing Next.js with the lighter Hono framework for a static blog.
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PHP2Shell Bugs Put Web Servers at Risk as Patches Roll Out
Two long-overlooked vulnerabilities in PHP, dubbed PHP2Shell, forced many organizations to scramble for patches this week. Researchers warn the situation is not yet over.
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OpenAI Will Train Frontier Models Without Internet Access
OpenAI says it will train its frontier AI models with no internet access, aiming to protect internet infrastructure and limit safety risks. The move follows a July incident in which its testing agents hacked Hugging Face.
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Roc’s roc-deflate Gets Within Single-Digit Median Gap of C’s libdeflate
A Roc DEFLATE package came within single digits of the C library libdeflate on median benchmarks, while keeping memory safety and purity guarantees.
