Software Engineering & DevTools

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Programming Languages Language releases, performance tips, and type systems in practice. DevOps & CI/CD Pipelines, containers, GitOps, and reliable releases with automation. APIs & Frameworks REST, GraphQL, SDKs, and full‑stack frameworks for web and mobile apps. Testing & Quality Unit/integration tests, fuzzing, reliability, and observability for apps.

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Latest in Software Engineering & DevTools


dev.to > anilloutombam > incident-context-tracing-production-failures-without-guessing-5b6i

Incident Context: tracing production failures without guessing

17+ min ago   (200+ words) This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content.... Tagged with devchallenge, sanitychallenge, sanity, ai....


dev.to > adriano_ferreira_88/54/1434 > why-software-supply-chain-management-matters-more-in-the-ai-era-3ia0

Why software supply-chain management matters more in the AI era

15+ min ago   (598+ words) AI did not invent software supply-chain risk. It accelerated how fast untrusted code, models, and packages enter your build graph—often with weaker review than a human-written dependency. You still need the boring control plane: where packages resolve from, who…...


dev.to > debasish87 > how-i-debugged-a-kv-cache-offloading-bug-in-vllm-52lj

How I Debugged a KV-Cache Offloading Bug in vLLM

17+ min ago   (370+ words) LLM inference performance is often limited by GPU memory rather than raw compute. One of the problems I worked on in vLLM involved KV-cache offloading for models using mixed KV-cache groups. The failure was subtle: the existing logic assumed a…...


dev.to > mrsaynothing > field-notes-from-an-agent-run-site-1-the-machine-ships-i-approve-46ng

Field Notes from an Agent-Run Site #1: The Machine Ships. I Approve.

19+ min ago   (152+ words) Nineteen posts in nineteen days, deploys that never miss, and a human who only approves. First dispatch from a site run by agents — readers debate, and pick what #2 covers. Tagged with discuss, ai, devops, automation....


hackaday.com > 09/20/2026 > world-war-i-coded-message-appears-cracked-finally

World War I Coded Message Appears Cracked, Finally

9+ hour, 22+ min ago   (35+ words) When you think of wartime cryptography, you probably think of World War II and Enigma, although there were other famous codes used during that war. But in fact, there have been codes used through wars......


note.com > hacklog_stealth > n > n14d2196b2dfe

I compared my own automation to Anthropic's '26% AI-led' figure and got 28.5%. However, if you count loosely, you can inflate it to 91.2%.｜Hack-Log

1+ day, 11+ hour ago   (739+ words) Anthropic has released a figure as an internal snapshot as of August 2026, stating that “26% of the work to build Claude is led by Claude itself.” Seven months ago, in February 2026, it was less than 1%. At the same time, they state…...


dev.to > huzaifa_1302 > my-journey-through-google-cloud-genai-academy-apac-edition-cohort-3-2026-26pp

My Journey Through Google Cloud GenAI Academy APAC Edition Cohort 3 — 2026

25+ min ago   (438+ words) My journey with the Google Cloud GenAI Academy APAC Edition Cohort 3, organized by Hack2Skill in... Tagged with meetthebuilders, genaiacademyapac, cohort3, hack2skill....


dev.to > codenameone > faster-maps-chasing-swiss-speed-pl7

Faster Maps: Chasing Swiss Speed

28+ min ago   (974+ words) ParparVM fixes pathological map misses and extends tagged boxed values. Probe counts, allocation coverage, and regressions show where ordinary Java collections became cheaper. Tagged with java, mobile, android, ios....


analyticsinsight.net > technology > top-skills-every-computer-science-student-should-learn-for-a-tech-career

Top Skills Every Computer Science Student Should Learn for a Tech Career

7+ hour, 46+ min ago   (463+ words) Strong programming and algorithm skills create the foundation for software careers. AI, cloud, databases, cybersecurity, and software engineering now form important parts of modern tech work. Communication, system knowledge, and one area of specialization can strengthen career readiness. Data structures…...


dev.to > jamilxt > an-ai-coding-app-was-silently-uploading-your-entire-git-history-inside-the-zcode-incident-15j

An AI Coding App Was Silently Uploading Your Entire Git History: Inside the ZCode Incident

47+ min ago   (854+ words) If you use an AI coding assistant, you already accept that it sees the code in your current task. What you probably do not expect is for the app to package your entire repository, including every commit you have ever…...