Same Debian 13 image, four very different machines. This piece compares bare metal against AWS, GCE, and Azure, where cloud images turn out missing firmware packages and diagnostic tools included on metal. { author: William McLean + Google Developer Experts } https://lnkd.in/eB3KDYRp
DEV Community
Software Development
A constructive and inclusive social network for software developers. Open source and radically transparent.
About us
DEV is the fastest-growing community for software developers, bringing together over 1 million registered members from diverse backgrounds. United in our passion for coding, collaboration, and networked learning, we provide an inclusive space where developers can connect, learn, and grow. Built on Forem, open-source software that empowers communities, DEV values transparency and encourages active participation. You can explore the code or contribute to our vibrant ecosystem! Join the movement, add value to the ecosystem, and enjoy engaging with our dynamic community at dev.to.
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https://dev.to
External link for DEV Community
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- Software Development
- Company size
- 11-50 employees
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Updates
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Google Apps Script is usually stuck inside the V8 sandbox. This piece shows pairing it with Cloud Run Sandboxes to run real Python and Bash jobs, sub-second and scaled to zero when idle. { author: Kanshi Tanaike + Google Developer Experts } https://lnkd.in/edn_43Gs
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Retry loops sound simple until they don't know when to stop, or worse, succeed at the wrong thing. This article breaks down four ways loop engineering fails, and how to catch each one early. { author: Tilde Thurium + Google AI } https://lnkd.in/eTxSsgbi
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A Korean fire-noodle stall built as a CSS state machine. Checkboxes and radio buttons stand in for toppings and heat, with a live receipt tallying the total. Submitted for the Frontend Challenge: Comfort Food Edition. { author: Alexander Kolovskiy } https://lnkd.in/eyY9aXKZ
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A thermostat using an unexpected industrial protocol sent this dev down a 15 evening rabbit hole: reverse engineering BACnet MS/TP with almost no hardware background and building an ESP32 gateway into Home Assistant. { author: Felice Lombardi } https://lnkd.in/eX3mtFGZ
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AI can generate code fast. It cannot speed up the time it takes to learn how a system should work in production. This dev argues teams should spend that speed on shorter feedback loops, not just more output. { author: Jenna Pederson } https://lnkd.in/egfZ-C-8
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Nobody runs the internet, and that is the design. This dev walks through packet switching, layered protocols, and the trust based system called BGP that quietly routes almost everything, plus why physics caps latency. { author: Maneshwar C Holla } https://lnkd.in/eG4S-duE
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Flat logs will not show which call caused which failure. This dev makes the case for execution trees when debugging AI agents, showing how nesting reveals ownership, retries, fallbacks, and concurrency at a glance. { author: Raju Dandigam } https://lnkd.in/egPtdRNg
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Congrats to Jessica Doering and Long Phan Quang Minh, the winners of our Frontend Challenge: Comfort Food Edition!! We had so many awesome submissions. Here a few of the highlights. 🥘 Can you guess which ones were the winners?
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PostgreSQL's INCLUDE clause is usually explained as enabling index-only scans, but covering indexes existed before INCLUDE too. The real reason: unique indexes can't add columns to the key without changing what they enforce. { author: Franck Pachot } https://lnkd.in/gB9AT4HA
