Engineering &
Security Wire
Curated from Hacker News, Lobsters, Krebs on Security, and other top sources. Updated every 6 hours.
Podcast: From Java EE to Quarkus and LLMs: Adam Bien’s Playbook for Boring, Future‑Proof Systems
Adam Bien, an independent consultant and pioneer of zero dependencies in the enterprise world of Java, highlights the benefits of consistently using standards, regardless of whether they involve Java or existing patterns. He argues that by doing so, he managed to future-proof the systems he built, preparing them for the cloud era and even for the AI-Native era. By Adam Bien
Programmable Whitelist-based Configs: Embedding Rye in Go
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Saying Goodbye to one line of APL
53 points, 13 comments on Hacker News
Ratty – A terminal emulator with inline 3D graphics
400 points, 139 comments on Hacker News
All Those A.I. Note Takers? They're Making Lawyers Nervous
Article URL: https://www.nytimes.com/2026/05/09/business/dealbook/ai-notetakers-legal-risk.html Comments URL: https://news.ycombinator.com/item?id=48093043 Points: 127 # Comments: 87
OpenAI Campus Network: Student club interest form
Join the OpenAI Campus Network—connect student clubs worldwide, access AI tools, host events, and build an AI-powered campus community.
How enterprises are scaling AI
How enterprises scale AI: from early experiments to compounding impact through trust, governance, workflow design, and quality at scale.
The Adventure Family Tree
Article URL: https://mipmip.org/advfamily/advfamily.html Comments URL: https://news.ycombinator.com/item?id=48092367 Points: 37 # Comments: 2
New DORA Report Claims Strong Engineering Foundations Drive AI Return on Investment
Google Cloud's DORA team released a report detailing a framework for assessing the ROI of AI in software development. It emphasizes that successful AI implementation depends on organizational systems rather than just tools. The report introduces a J-Curve model for value realization. It also discusses the importance of workforce retention and process redesign for achieving long-term gains. By Matt Saunders
Netflix Introduces ‘Model Lifecycle Graph’ to Scale Enterprise Machine Learning
Netflix has developed a graph-based architecture for managing machine learning systems, called the Model Lifecycle Graph. This system maps interconnections between datasets, models, features, and workflows, addressing challenges in scaling ML operations. It enhances discoverability, governance, and component reuse while supporting a self-service approach for engineers and data scientists. By Matt Foster
Gmail registration now requires scanning a QR code and sending a text message
243 points, 117 comments on Hacker News
Traceway: MIT-licensed observability stack you can self-host in ~90s
32 points, 3 comments on Hacker News
Fake OpenAI Privacy Filter Repo Hits #1 on Hugging Face, Draws 244K Downloads
A malicious Hugging Face repository managed to take a spot in the platform's trending list by impersonating OpenAI's Privacy Filter open-weight model to deliver a Rust-based information stealer to Windows users. The project, named Open-OSS/privacy-filter, masqueraded as its legitimate counterpart, released by OpenAI late last month (openai/privacy-filter), including copying the entire
Fully Preserving Fisher-Price Pixter
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Mythos Finds a Curl Vulnerability
Article URL: https://daniel.haxx.se/blog/2026/05/11/mythos-finds-a-curl-vulnerability/ Comments URL: https://news.ycombinator.com/item?id=48091737 Points: 150 # Comments: 62
OpenAI launches DeployCo to help businesses build around intelligence
OpenAI launches DeployCo, a new enterprise deployment company built to help organizations bring frontier AI into production and turn it into measurable business impact.
How Factorio Syncs A Million Objects over the network
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7 lines of code, 3 minutes: Implement a programming language (2010)
Article URL: https://matt.might.net/articles/implementing-a-programming-language/ Comments URL: https://news.ycombinator.com/item?id=48091085 Points: 49 # Comments: 13
The Greatest Shot in Television: James Burke Had One Chance to Nail This Scene
Article URL: https://www.openculture.com/2024/10/the-greatest-shot-in-television.html Comments URL: https://news.ycombinator.com/item?id=48090521 Points: 31 # Comments: 7
Java News Roundup: GraalVM, Spring AI, JobRunr, GlassFish, Grails, Groovy, Quarkus Agent MCP
This week's Java roundup for May 4th, 2026, features news highlighting: OpenJDK JEPs targeted for JDK 27; the sixth milestone release of Spring AI 2.0; the first milestone release of Grails 8.0; the first alpha release of Groovy 6.0; a point release of JobRunr; maintenance releases of GlassFish, TomEE and Tomcat; an accelerated release train for GraalVM; and a new Quarkus Agent MCP server. By Michael Redlich
Show HN: adamsreview – better multi-agent PR reviews for Claude Code
I built adamsreview, a Claude Code plugin that runs deeper, multi-stage PR reviews using parallel sub-agents, validation passes, persistent JSON state, and optional ensemble review via Codex CLI and PR bot comments. On my own PRs, it has been catching dramatically more real bugs than Claude’s built-in /review, /ultrareview, CodeRabbit, Greptile, and Codex’s built-in review, while producing fewer false positives. adamsreview is six Claude Code slash commands packaged as a plugin: review, codex-review, add, promote, walkthrough, and fix. I modeled it after the built-in /review command and extended it meaningfully. You can clear context between review stages because state is stored in JSON artifacts on disk, with built-in scripts for keeping it updated. The walkthrough command uses Claude’s AskUserQuestion feature to walk you through uncertain findings or items needing human review one by one. Then, the fix command dispatches per-fix-group agents and re-reviews the work with Opus, reverti
I'm going back to writing code by hand
Article URL: https://blog.k10s.dev/im-going-back-to-writing-code-by-hand/ Comments URL: https://news.ycombinator.com/item?id=48090029 Points: 122 # Comments: 52
New stainless steel can survive conditions for hydrogen production in seawater
50 points, 14 comments on Hacker News
An AI coding agent, used to write code, needs to reduce your maintenance costs
Article URL: https://www.jamesshore.com/v2/blog/2026/you-need-ai-that-reduces-your-maintenance-costs Comments URL: https://news.ycombinator.com/item?id=48089289 Points: 69 # Comments: 11
PS3 Emulator Devs Politely Ask That People Stop Flooding It with AI PRs
Article URL: https://kotaku.com/playstation-3-emulator-devs-politely-ask-that-people-stop-flooding-it-with-ai-code-pull-requests-2000694656 Comments URL: https://news.ycombinator.com/item?id=48089263 Points: 108 # Comments: 76
My pastebin clone Vivipara and language musings
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Riding the D in Los Angeles: city hopes new subway stations will be game changer
27 points, 6 comments on Hacker News
Running local models on an M4 with 24GB memory
Article URL: https://jola.dev/posts/running-local-models-on-m4 Comments URL: https://news.ycombinator.com/item?id=48089091 Points: 165 # Comments: 60
How Fast Does Claude, Acting as a User Space IP Stack, Respond to Pings?
Article URL: https://dunkels.com/adam/claude-user-space-ip-stack-ping/ Comments URL: https://news.ycombinator.com/item?id=48089049 Points: 23 # Comments: 4
Obsidian plugin was abused to deploy a remote access trojan
Article URL: https://cyber.netsecops.io/articles/obsidian-plugin-abused-in-campaign-to-deploy-phantom-pulse-rat/ Comments URL: https://news.ycombinator.com/item?id=48088576 Points: 111 # Comments: 63
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