hermes-agent, Bunny DNS free, Apple Swift containers – Jun 24

hermes-agent: self-improving AI agent by Nous Research

NousResearch/hermes-agent

• ★ 201.8k
• ⮂ 36.1k

Hermes-agent is an open-source Python AI agent framework from Nous Research, marketed as a self-improving agent that adapts over time. It integrates with major LLM providers including Anthropic's Claude and OpenAI's ChatGPT, and carries an MIT license with 201,850 stars and 36,071 forks on GitHub. The repository currently has 23,366 open issues, which potential adopters should evaluate alongside its capabilities.

We’re making Bunny DNS free

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• 💬 217

Bunny.net has removed all query-based fees from its Bunny DNS service, eliminating per-request billing and query limits so DNS costs no longer scale with traffic volume. The announcement sparked substantial community discussion on Hacker News with 679 points and 217 comments, where practitioners are evaluating the pricing change's implications for high-traffic deployments and comparing it against other DNS providers' metered billing models.

all-MiniLM-L6-v2: compact sentence embedding model for semantic search

sentence-transformers/all-MiniLM-L6-v2

• ♥ 4,996
• ⇣ 248.8M

all-MiniLM-L6-v2 is a sentence-transformers model that maps sentences and paragraphs into a 384-dimensional dense vector space for tasks such as clustering or semantic search. It supports multiple formats including PyTorch, TensorFlow, ONNX, and Safetensors, and is released under the Apache-2.0 license. It has accumulated 248,829,332 downloads and 4,996 likes, reflecting very widespread adoption.

Too cheap to be good? Think again.

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I replaced aaPanel/OpenLiteSpeed with Caddy and shell scripts and turned the process into a benchmark. Two phases (architecture then code), one external code review. The winning model? Not the one you'd expect. Context: Dev.to – Web Dev.

. .. . … . …. . …. . … .

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Hello, I'm Maneshwar. I'm building git-lrc, a Micro AI code reviewer that runs on every commit. It is… Context: Dev.to – Web Dev.

The 80/20 Rule of AI Code — Why the Last 20% Takes 80% of Your Time

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• 💬 21

AI wrote the first 80% of my feature in 10 minutes. The code was clean. The logic made sense. The… Context: Dev.to – AI/ML.

bge-m3: multilingual sentence embedding model from BAAI

BAAI/bge-m3

• ♥ 3,145
• ⇣ 31.5M

BGE-M3 is a sentence-similarity embedding model designed for multi-functionality, multi-linguality, and multi-granularity text representation. Built on XLM-RoBERTa and compatible with sentence-transformers, it supports feature extraction across many languages. Released under the MIT license, the model has accumulated 31,502,520 downloads and 3,145 likes on Hugging Face, reflecting substantial adoption for retrieval and similarity tasks.

bert-base-uncased: Google's foundational English language model

google-bert/bert-base-uncased

• ♥ 2,688
• ⇣ 60.5M

BERT base-uncased is Google's pretrained English language model that predicts masked tokens in text using a masked language modeling objective. It is one of the most widely downloaded models on Hugging Face, with 60,462,664 downloads and 2,688 likes. Released under the Apache-2.0 license, it supports multiple frameworks including PyTorch, TensorFlow, JAX, Rust, and ONNX, making it a common starting point for fine-tuning on downstream NLP tasks.

AI found 300 WordPress plugin zero-days in 72 hours. I build plugins. Here's what changed for me.

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• 💬 5

Before I released my own AI chatbot plugin, I ran it through a security review. It came back with 35… Context: Dev.to – Web Dev.

Auto-verifying your AI-SRE's fixes (Part II): HolmesGPT end-to-end on a real cluster

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We ran HolmesGPT against two planted bugs in a real GKE cluster; mirrord exec verified the patches. One fix passed, one was correctly rejected. Context: Dev.to – DevOps.

The LLM Visibility Tools Cost $79/Month. Mine is Open Source.

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Tom Capper at a Search Engine Journal webinar last week: "There's no Search Console equivalent for… Context: Dev.to – Ai.

RubyLLM: A Ruby framework for all major AI providers

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RubyLLM is a Ruby framework that provides a unified interface to multiple AI provider APIs, letting developers build chatbots, AI agents, RAG applications, and content generators without locking into a single backend. The project targets Ruby developers who want to integrate LLM capabilities into applications using familiar language conventions. A Hacker News thread with 219 points and 27 comments reflects practitioner interest in the approach.

Krea 2: SOTA open-weights 12B image model

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• 💬 25

Krea 2 (K2) is an open-weights text-to-image foundation model built for creative image generation, released in two variants: K2 Raw and K2 Turbo. The 12-billion-parameter model is accompanied by a technical report detailing its architecture and capabilities. A Hacker News thread with 203 points and 25 comments reflects active community interest in its practical deployment and comparison with other open-weights image generation models.

An AI Feature Has No "Tests Pass" Moment. So I Write the Eval First.

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I was building an "Ask This Book" feature: readers can ask questions about a book while they're… Context: Dev.to – AI/ML.

Ways Devs Are Plugging LLMs Into Anomaly Detection

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• 💬 1

Hello, I'm Maneshwar. I'm building git-lrc, a Micro AI code reviewer that runs on every commit. It is… Context: Dev.to – AI/ML.

impeccable: design rules for AI-generated frontend UIs

pbakaus/impeccable

• ★ 41.1k
• ⮂ 2,269

Impeccable is an open-source JavaScript toolkit that gives AI coding agents a structured design language for producing better-looking frontend code. It bundles 1 skill, 23 commands, live browser iteration, and 44 deterministic detector rules that evaluate and refine AI-generated interfaces. The Apache-2.0 licensed repository has accumulated 41,079 stars and 2,269 forks on GitHub.

Context Compaction Visualizer: See Exactly What Your AI Agent Forgot Before It Costs You

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• 💬 4

When an AI agent runs for many turns, it eventually hits context limits and must compress or discard… Context: Dev.to – AI/ML.

googleworkspace/cli: unified command-line tool for Google Workspace APIs

googleworkspace/cli

• ★ 28.2k
• ⮂ 1,525

This is an open-source Rust CLI, licensed under Apache-2.0, that provides a single command-line interface for interacting with Google Workspace services including Drive, Gmail, Calendar, Sheets, Docs, Chat, and Admin. It is dynamically built from the Google Discovery Service and includes AI agent skills for automation workflows. The repository currently holds 28,215 stars and 1,525 forks.

Hetzner Doubled Its Prices Again. The AI Memory Crunch Is Why

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If you run anything on Hetzner, you have probably already seen the notice. As of 08:00 CEST on June… Context: Dev.to – DevOps.

Everyone Is Building AI Agents: Nobody Is Talking About the Technical Debt

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Most developers are familiar with technical debt. It's the shortcut that helps you move faster today… Context: Dev.to – DevOps.

ai-website-cloner-template: AI-powered tool to clone any website into Next.js code

JCodesMore/ai-website-cloner-template

• ★ 19.1k
• ⮂ 2,867

It is an open-source TypeScript template that uses AI coding agents, including Claude, to reverse-engineer any website into a clean Next.js codebase from a single command. Positioned as a boilerplate for automation, it carries an MIT license and has accumulated 19,150 stars and 2,867 forks, with only 16 open issues reported.

design.md: spec for giving AI coding agents a visual identity

google-labs-code/design.md

• ★ 17.1k
• ⮂ 1,557

DESIGN.md is a format specification that lets teams describe a visual identity to AI coding agents in a structured, persistent way. Written in TypeScript and licensed under Apache-2.0, it gives agents a durable understanding of a design system rather than relying on ad-hoc prompts. The repository has 17,088 stars and 1,557 forks, with an official specification hosted at stitch.withgoogle.com.

My eval harness paid for itself on the first run: 0.57 0.96, two bugs no unit test could catch

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I almost shipped a RAG pipeline that, on certain questions, cited exactly the right document — and… Context: Dev.to – Ai.

harness: meta-skill that designs agent teams for Claude Code

revfactory/harness

• ★ 7,666
• ⮂ 1,053

Harness is an Apache-2.0 repository that acts as a meta-skill for Claude Code, automatically designing domain-specific agent teams and generating the specialized skills those agents use. It is built primarily in HTML and tagged as a Claude Code plugin. The repository has accumulated 7,668 stars and 1,053 forks, with 22 open issues as of its latest update in June 2026.

Orca: agent development environment for running parallel AI coding agents

stablyai/orca

• ★ 6,634
• ⮂ 482

Orca is an open-source agent development environment (ADE) that lets developers orchestrate multiple AI coding agents in parallel using their own existing subscriptions to tools like Claude Code and Codex. Written in TypeScript and MIT-licensed, it provides desktop and mobile interfaces for monitoring agent progress, receiving completion notifications, and sending follow-up instructions remotely. The repository currently has 6,634 stars and 482 forks.

Swimio

Swimio combines AI coaching, advanced Apple Watch swim tracking, and personalized workout generation in one platform built specifically for swimmers. Create workouts tailored to your goals, follow them directly from your Apple Watch, track pace, SWOLF, stroke efficiency and heart rate, and get actionable performance i… Worth checking for pricing vs value, integrations, data ownership, and workflow fit.

Customer Relationship Agents by Clarify

The autonomous CRM that updates fields, manages pipeline, and answers questions—so you can close more deals. Worth checking for automation claims, data-access patterns, and human-in-the-loop requirements.

Prospector by Synter

Agentic AI advertising platform to plan, launch, and optimize cross-channel campaigns across Google Ads, Meta, LinkedIn, Reddit, and X. Autonomous campaign management powered by frontier LLMs. Worth checking for pricing vs value, integrations, data ownership, and workflow fit.

Nimt

Nimt: Your AI Search Coworker in Slack Product Hunt Nimt Your AI Search Coworker in Slack 5.0 • 1 review • 250 followers Your AI Search Coworker in Slack 5.0 • 1 review • 250 followers Visit website Advertising tools • AI Engineer • GEO Tools Nimt lives in Slack and handles AI s… Worth checking for pricing vs value, integrations, data ownership, and workflow fit.

FUTO Swipe

FUTO Swipe is a family of small, open models for accurate swipe typing. It includes a layout-agnostic encoder, a layout-specific decoder, and a lightweight context language model. The full system runs efficiently on-device with a very small footprint, and FUTO has also released the 1 million swipe dataset used to trai… Worth checking for pricing vs value, integrations, data ownership, and workflow fit.

Mindstone Rebel

Rebel is a desktop AI workspace for agentic work. It connects your memory, meetings, files, actions, automations, and tools so AI agents can help with real work — while keeping sensitive actions behind approval checks. Built Fair Source, with portable workflows and model choice. Worth checking for pricing vs value, integrations, data ownership, and workflow fit.

We chased a hallucinated quote through 30k training records, 4,600 transcripts, and our own system prompt. Turned out to be two separate bugs

A debugging account details how an omni-modal social-signal model called Inter-1 would reliably hallucinate the same nonexistent spoken quote when fed silent video with no audio. After searching through 30,000 training records, 4,600 transcripts, and their own system prompt, the team traced the cause to two separate bugs. The incident illustrates how cascading data and inference errors can produce consistent, reproducible hallucinations in multimodal systems.

Is AI making expertise scalable?

A community discussion on r/artificial argues that instead of asking which jobs AI will replace, practitioners should ask which bottlenecks AI can remove. The poster observes that fast-growing companies hit a ceiling when their most experienced people become the limiting factor, and suggests AI could let that hard-won expertise scale across more work. The thread invites practical examples from practitioners.

Cheap Chinese AI models are quickly gaining customers across the US market: ‘This changes things’

A community discussion on r/artificial reports that lower-cost AI models developed in China are attracting growing numbers of US-based customers. The conversation, framed around the quote "This changes things," centers on the competitive pressure these models may exert on pricing and adoption patterns in the American AI market. Specific technical details about which models or vendors are involved are not provided in the available context.

Find the best open-source OCR models in one place at Papers with Code [P]

A community-posted resource rounds up leading open-source optical character recognition models, their benchmarks, and links to original papers and code in a single Papers with Code listing. The post highlights recent releases including Baidu's Unlimited OCR, a 3B-parameter model, alongside new OCR work from Mistral, making it a practical reference point for engineers comparing current options for text extraction from images.

$42M grant for Open Source AI Builders by Sentient Foundation

Sentient Foundation is launching a $42 million grant and investment program aimed at developers, researchers, open-source maintainers, public-goods builders, and startups working with AI in the open. The program targets those building or leveraging open-source AI technologies, with the stated premise that open development is critical to the future of the field. Specific eligibility criteria, award sizes, and application deadlines are not detailed in the available context.

DeepSWE: new benchmark looking at how well today's frontier models can actually write code [R]

DeepSWE is a benchmark designed to evaluate how effectively current frontier language models can perform real-world software engineering work, addressing shortcomings in existing public benchmarks. It provides four key advances: tasks are written from scratch to prevent pretraining contamination, span 91 repositories across 5 languages for diversity, and aim to reflect realistic development challenges rather than adapted commits or pull requests.

A significant portion of the remaining training data for AI is located on magnetic tapes stored in warehouses.

A community discussion on r/artificial highlights a frequently overlooked dimension of the AI training data shortage: a large amount of potentially useful text and information is not stored in any database system but rather on legacy magnetic tapes held in climate-controlled storage for decades. The author argues this offline, archival media represents a substantial untapped corpus that could help address dwindling supplies of fresh digital training data.

I made a superhuman Generals.io agent with self-play RL [P]

A community member trained a self-play reinforcement learning agent for Generals.io, a multiplayer strategy game, that achieved superhuman performance and reached the number-one rank on the human 1v1 leaderboard. The project originated as a master's thesis aiming to surpass a prior algorithm-based bot, combining behavior cloning, RL fine-tuning, and reward shaping to reach that goal.

I compiled LLM inference pricing across 7 providers — the caching numbers are surprising(spreadsheet included) [R]

A community contributor compiled publicly listed LLM inference pricing from seven providers into a single spreadsheet for side-by-side comparison, motivated by the difficulty of tracking competing rate cards. The author emphasizes this is pricing reference data only, not benchmark results covering latency or throughput. The compilation reportedly includes prompt-caching pricing details, which the author found unexpected relative to baseline costs.

The Coming Loop

Armin Ronacher, creator of Flask and Sentry's tooling, argues that developers who avoid prompt-driven workflows will still end up working inside AI-driven loops and harnesses. The essay reflects on how tooling is evolving to wrap LLMs into repeatable development pipelines rather than one-off chat interactions, and why even skeptics of conversational prompting may find themselves adopting structured AI assistance as infrastructure firms build around it.

Adversarial Communication

An essay by Glyph Lefkowitz arguing that AI systems inherently transform conversations into adversarial exchanges because conflict is what they are optimized to produce. The post builds on his previous writing about AI mistakes, framing the problem as structural rather than incidental. It is aimed at engineers and programmers considering how AI-mediated communication affects collaboration and decision-making in practice.

Slint 1.17 Released

Slint is a declarative GUI toolkit for desktop and embedded applications, and version 1.17 marks another step toward making it desktop-ready. The release introduces drag-and-drop support, system tray icons, tooltips, and two-way bindings on model rows, addressing common gaps for developers building production desktop interfaces with native-feeling interaction patterns.

Leaked files detail Russia's Social Design Agency building fake reference platforms to contaminate AI training data and search indices

Leaked planning documents obtained by Bloomberg describe a Russian state-linked operation called Project 2026, run by the Social Design Agency (SDA), aimed at seeding the information layer that AI chatbots and search engines use as reference material. The operation involves building fake reference platforms designed to contaminate AI training datasets and search indices, representing a structural threat to information integrity rather than a traditional disinformation campai…

Verification: community signal; use the linked source as context, not final confirmation.

CVE-2025-67038: Lantronix EDS5000 Code Injection Vulnerability

CVE-2025-67038 is a code injection vulnerability affecting the Lantronix EDS5000 series of device servers, now listed in the CISA Known Exploited Vulnerabilities (KEV) catalog. Its presence in the KEV catalog indicates active exploitation in the wild. Beyond the affected product name and vulnerability class, specific details such as affected firmware versions, CVSS score, and mitigation steps were not available from the provided context and should be confirmed via the NVD en…

CVE-2026-34910: Ubiquiti UniFi OS Improper Input Validation Vulnerability

Ubiquiti UniFi OS contains an improper input validation vulnerability tracked as CVE-2026-34910 and has been added to the CISA Known Exploited Vulnerabilities catalog, indicating active exploitation in the wild. The NVD entry classifies it under improper input validation, though specific details such as affected versions, CVSS score, attack vectors, and mitigation steps are not available from the provided context.

Verification: cisa kev confirmed.

CVE-2026-34909: Ubiquiti UniFi OS Path Traversal Vulnerability

A path traversal vulnerability in Ubiquiti UniFi OS has been added to the CISA Known Exploited Vulnerabilities catalog, confirming active exploitation. The vulnerability could allow an attacker to access files or directories outside the intended path on UniFi OS installations. Specific affected versions, CVSS score, and detailed mitigation steps were not available from the fetched NVD page at the time of this report.

Verification: cisa kev confirmed.

CVE-2026-34908: Ubiquiti UniFi OS Improper Access Control Vulnerability

CVE-2026-34908 is an improper access control vulnerability affecting Ubiquiti UniFi OS, listed in the CISA Known Exploited Vulnerabilities catalog. The NVD entry confirms it is tracked under an official U.S. government vulnerability record, and the associated metadata indicates CISA KEV confirmation. Technical specifics such as affected versions, exploit details, and mitigation steps were not available in the provided context and require consulting the primary advisory.

Verification: cisa kev confirmed.

Vulnerability Reports Are Not Special Anymore

An essay by Filippo Valsorda arguing that vulnerability reports no longer deserve privileged handling because LLMs now let anyone produce comparable security analysis. The author, writing as an open-source maintainer, recalls when reports offered unique insight and confidentiality that protected users, but contends those qualities are no longer exclusive now that similar results are widely accessible through automated tooling.

Verification: community signal; use the linked source as context, not final confirmation.

7 New JavaScript Features (And 2 I'm Still Waiting For)

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Remember how I promised you (or rather myself) two weeks ago that from now on I'd only write light,… Context: Dev.to – Javascript.

TypeScript Tips That Actually Matter in Real Projects (including the satisfies operator)

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• 💬 8

Most TypeScript tutorials teach you the language. This article teaches you how to use it. There's a… Context: Dev.to – Typescript.

Show HN: Nub – A Bun-like all-in-one toolkit for Node.js

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• 💬 29

Nub is an all-in-one Node.js toolkit, written in Rust and MIT-licensed, that bundles a script runner, package manager, and node version manager into a single binary. It aims to deliver a Bun-like developer experience on top of stock Node.js rather than replacing the runtime itself. The repository currently has 1,639 stars and reached a Hacker News score of 128 with 29 comments.

no-mistakes: local git proxy to block bad pushes

kunchenguid/no-mistakes

• ★ 1,890
• ⮂ 131

no-mistakes is an open-source Go tool that intercepts outgoing git pushes before they reach a remote repository. It operates as a local git proxy placed in front of your real remote, allowing checks or safeguards to run prior to publishing commits. The project holds 1,890 stars and 131 forks on GitHub and is released under the MIT license.

Ruby

Most people walk out of an important call thinking "I should have asked that." Ruby makes sure you don't. She listens in real time and slides you the question worth asking — through a small pill only you can see, live as the conversation unfolds. → Before: she helps you think through your goal and what to listen for…. Worth checking for pricing vs value, integrations, data ownership, and workflow fit.

Flatpak package for GIMP 0.54.1 (1996)

This is a Flatpak package wrapping GIMP 0.54.1, a 1996-era release of the GNU Image Manipulation Program, so it can run on a modern Linux desktop inside a sandboxed Flatpak runtime. The repository lives on GNOME GitLab under the balooii namespace, is licensed under BSD Zero Clause License, and includes a README plus GitLab Pages configuration. Context is thin beyond these basics.

Announcing the RubyConf VIP Raffle

Ruby Central has announced a promotional raffle for RubyConf 2026, where anyone who purchases a conference ticket before July 1st is automatically entered. Five randomly selected winners will each receive access for themselves and a guest to the RubyConf speakers' dinner, an event that brings attendees together with notable Ruby community figures.

How we found a bug in the hyper HTTP library

Cloudflare engineers document a bug they discovered in hyper, an open-source HTTP library for Rust, while rearchitecting the Images binding for their edge network. The bug existed across multiple major versions of hyper and was uncovered incidentally during the rebuild of the Images service, which is built in Rust on Workers and runs on every machine in Cloudflare's edge network. The write-up covers the debugging process and the fix.

The Node.js Mistake That Cost My Client $3,000 in AWS Bills

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Last year I was asked to investigate a startup's AWS bill. It had jumped from roughly $200/month to… Context: Dev.to – Node.

A Practical Guide to SSH Tunnels: Local and Remote Port Forwarding

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This tutorial by Ivan Velichko on iximiuz Labs explains SSH port forwarding visually, covering both local and remote forwarding. It walks through selecting the right flags, which sshd settings may require adjustment, and techniques for memorizing command syntax. At 168 points and 33 comments on Hacker News, it reflects strong practitioner interest in networking fundamentals for tunneling TCP traffic securely.

container: Apple's Swift-based Linux container runtime for Mac

apple/container

• ★ 41.9k
• ⮂ 1,225

Apple's container is an open-source tool, written in Swift and licensed under Apache-2.0, that creates and runs Linux containers as lightweight virtual machines on macOS. It is optimized for Apple silicon, offering a native Swift alternative to traditional container runtimes for Mac developers. The repository has accumulated 41,862 stars and 1,225 forks on GitHub, reflecting significant developer interest since its release.

Tencent EdgeOne Makers

Tencent EdgeOne is a cutting-edge global edge network platform engineered to optimize traffic routing, accelerate content delivery, and strengthen security across distributed environments. By seamlessly integrating CDN, DNS, WAF, DDoS protection, and intelligent route optimization, it delivers comprehensive security s… Worth checking for pricing vs value, integrations, data ownership, and workflow fit.

React UI Kit V7

CometChat's UI Kits now include a redesigned Angular v5 and Jetpack Compose both rebuilt with modular components, native UI patterns, and everything needed to ship polished chat experiences faster. Available across React, React Native, Flutter, Android, and iOS, with built-in messaging, calling, real-time updates, sea… Worth checking for pricing vs value, integrations, data ownership, and workflow fit.

Stripe.Directory

Accept payments, send payouts, automate financial processes, and ultimately grow revenue. Worth checking for pricing vs value, integrations, data ownership, and workflow fit.

To The People Who Read My Weird Little Blogs

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When I joined DEV, I had a very simple goal. Learn in public. Maybe improve as a developer….

There are a few things that I look back on as my mistakes in the early days

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John Carmack shares a retrospective on early technical mistakes at id Software, specifically suggesting that multiplayer and modding work could have been built inside a Doom++ engine rather than pursuing separate engine rewrites. This would have given designers a more stable base to work from. The post sparked substantial community discussion on Hacker News, drawing 318 points and 149 comments about architecture trade-offs in game engine development.

Stealing Is a Skill

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An essay by Ben Mini argues that "stealing"—the practice of actively studying and borrowing from others' work—is an undervalued creative skill. The author frames it as a complement to principles like creative mindset, radical transparency, and self-awareness. The piece resonated on Hacker News, drawing 118 points and 81 comments, suggesting practitioners found its perspective on skill acquisition relevant.

Show HN: Monolisa v3 – a typeface for developers and creatives

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• 💬 24

MonoLisa v3 is a commercial font family aimed at software developers and designers, now released as an updated version and under active community discussion. It combines a monospaced face intended to improve code legibility with a sans-serif family for general design work. The project page emphasizes that the font's design follows function. The Hacker News thread has 102 points and 24 comments.

10 Cool CodePen Demos (May 2026)

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A collection of 10 cool and exciting front-end demos shared on CodePen during May 2026. Context: Dev.to – Html.

Never lose a training run again: a checkpoint-and-resume playbook for ephemeral GPUs

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• 💬 1

▶ Prefer to play with it? There's an interactive version of this article where you can break things… Context: Dev.to – Machinelearning.

Coding an Extension that Summarises Web Pages with HTML, CSS, and JS

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• 💬 3

In this post, I will show you how you can create a Google Chrome extension that instantly summarises… Context: Dev.to – Html.

The Joy and Power of Understanding

An essay arguing that genuinely understanding the code and software systems we work on is both practically useful and personally rewarding. The author contends that understanding gives engineers control and ownership of the systems they are responsible for, and questions why developers so often skip the struggle of real comprehension in favor of copy-pasted, generated, or generic answers that avoid deeper engagement.

AOL was down (1996)

A historical retrospective examining a major 1996 AOL outage that drew nationwide attention in America. Sponsored by ngrok and written for site reliability engineers, the article revisits the incident thirty years later to extract operational lessons still relevant today. The post frames the event as an underexplored perspective on reliability, connecting past large-scale downtime to contemporary engineering challenges in an era where slop sells.

Porting WINE to a new Hobby OS

An engineering write-up describing the process of porting WINE to Astral, a hobby operating system the author has been developing over several years. The article follows an earlier post about running Minecraft on Astral, and focuses on the practical challenges of adapting WINE's compatibility layer to a non-mainstream OS. It is aimed at OS developers interested in implementation details and lessons from building software support on a new platform.

Keeping the Web Open and Private in the Bot Era

This Mozilla Blog post by Dennis Jackson addresses the tension between keeping the web accessible and defending against automated bot traffic. It acknowledges that users increasingly face pervasive CAPTCHAs and login walls as sites attempt to screen bots. The article frames this as an engineering and policy challenge where anti-bot measures risk eroding the open, private web experience that browsers aim to preserve.

UK Wikipedia Workers seek union recognition

British-based employees at the Wikimedia Foundation have formally requested union representation, marking the first time workers at the online encyclopedia have sought union recognition anywhere globally. The workers sent a letter to management on June 24th asking to be represented by the United Tech and Allied Workers (UTAW), a section of the Communication Workers Union (CWU), signaling growing labor organization efforts in the tech sector.

How to Write an Effective Software Design Document

An article excerpt offering best practices for writing software design documents, drawing on the author's experience as a developer at Google and Microsoft. It argues that writing a design doc forces engineers to think through important decisions before committing to the wrong implementation, and notes that a good design doc can save years of development time by preventing teams from painting themselves into a corner.

Please keep code descriptions simple

A practitioner-focused blog post by Akseli Lahtinen arguing that code comments and descriptions should remain straightforward and easy to understand. The author frames this as a growing concern from personal experience, suggesting that overcomplicating code descriptions has become an increasing problem in everyday development work. The piece is aimed at working engineers who write and maintain documentation alongside their code.

how a stray "j" ruined my evening

A practitioner's debugging post-mortem recounting how an unexpected "j" character appeared in output from a personal link shortener project called shirts. The shortener runs as a shell script that uses wl-clipboard to copy generated links to the clipboard. The article walks through diagnosing the stray character, offering a concrete operational lesson about scripting pitfalls and clipboard integration that others building similar utility scripts may encounter.