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The article discusses the importance of maintaining code hygiene in AI development projects. It highlights the need for clear code organization, modular design, and thorough documentation to ensure the maintainability and scalability of AI systems.

The article discusses the global equity market capitalization, which is expected to reach $150 trillion by 2026, according to a report by PwC. It highlights the growth opportunities and challenges facing the global financial markets in the coming years.

REACTOR is an open-source framework for developing real-time applications using the Vulkan graphics API. The framework provides a flexible and modular architecture, enabling developers to build and deploy advanced, cross-platform applications with ease.

Anthropic and OpenAI, two prominent AI companies, aired Super Bowl advertisements highlighting their advances in AI technology. The ads aimed to raise awareness and interest in AI among the general public.

Anthropic, an artificial intelligence company, has raised $30 billion in funding, making it one of the most well-funded AI startups in the world. The article discusses Anthropic's ambitious goals to develop safe and beneficial AI systems that can solve complex problems.

Hey HN – I built VoteShip, a feature request and voting platform where AI agents are first-class users.

The idea: Your coding agent (Claude Code, Cursor, OpenClaw, Codex, etc.) should be able to check what users are asking for, find duplicates, plan what to build next, and write the changelog — without you ever opening a dashboard. VoteShip makes that possible through MCP and a full REST API.

How it works with agents: Install @voteship/mcp-server (22 tools, 5 resources, 4 workflow prompts) and your agent can: - Pull your unreviewed feedback inbox and triage it - Detect duplicate requests via semantic search (pgvector + Voyage embeddings) - Check vote counts and suggest what to build this sprint - Draft a changelog entry after shipping a feature - Create, tag, and update posts programmatically

An agent like OpenClaw can autonomously monitor your board, identify trending requests, and open PRs to address them — closing the loop from "user asks for feature" to "agent ships it" without human intervention. The REST API and webhooks work just as well for custom agent pipelines.

Why I built it: I was using Canny and kept hitting walls — no anonymous voting (their most-requested feature, ironically), AI features paywalled, and per-"tracked-user" pricing that punishes you for having an active community. And none of the incumbents have any agent integration at all.

What else it does: - Public voting boards with anonymous voting (no signup required) - Public roadmaps and changelogs - 7 built-in AI features — duplicate detection, auto-categorization, sentiment analysis, changelog generation - Embeddable widget (Preact + Shadow DOM) - Import from Canny/Nolt/UserVoice in ~2 minutes

Pricing: Free / $5 / $15 / $25 per month. Flat pricing, no per-user fees. The $15 plan includes everything Canny charges $359/mo for.

Try it: https://voteship.app

MCP server: npx @voteship/mcp-server (npm)

Happy to answer questions about the MCP implementation, agent workflows, or anything else.

The article discusses Jon Favreau's role in The Mandalorian, including his influence on the character of Grogu (also known as Baby Yoda) and his decision to write Grogu's exit from the show. It also explores Favreau's continued involvement with Lucasfilm and the Star Wars universe.

The article discusses the potential impact of AI on open-source software (OSS) maintainers, highlighting the risks of AI-powered 'sloppageddon' - the automated takeover of OSS maintenance tasks by AI systems. It emphasizes the need for OSS maintainers to adapt and evolve their practices to address these emerging challenges.

Peon Ping is a simple and lightweight network monitoring tool that allows users to easily ping multiple hosts and track their response times. It provides a graphical user interface and supports various features like host grouping, custom ping intervals, and exporting data.

Governor is an open-source tool that allows users to manage and provision cloud infrastructure, including virtual machines, containers, and serverless functions, across multiple cloud providers. It provides a declarative, infrastructure-as-code approach to cloud management, enabling users to define and deploy infrastructure configurations in a consistent and scalable manner.

The article explores the complex and controversial topic of suicide, examining the ethical and philosophical arguments surrounding it, as well as the societal and personal implications. It delves into the different perspectives on the morality and justification of suicide in various contexts.

The iconic first-person shooter Unreal Tournament 2004 is now available for free, thanks to the dedicated fan community who have updated the game for modern PCs. This is the first public patch for the game in over 20 years, making it accessible to a new generation of players.

The article discusses the three key juggling acts that businesses must navigate: managing the day-to-day operations, implementing strategic initiatives, and adapting to changing market conditions. It emphasizes the importance of balance and prioritization in addressing these competing demands to ensure long-term success.

The article explores the technique of discovering unknown domains by analyzing the correlation between nameservers (NS) records. It demonstrates how this method can reveal related domains, potentially exposing security risks or business opportunities.

The article provides insights into the growing popularity of AI app builders, reporting that the global AI app builder market is expected to grow significantly in the coming years. It highlights the increasing adoption of AI-powered tools for app development, driven by the need for more efficient and cost-effective app creation processes.

The article discusses the concept of Clean Architecture, a software design pattern, and how it can be applied to Django projects. It suggests ways to organize the project structure, separate concerns, and improve testability and maintainability of Django applications.

A few days ago I posted about PicoGPT - my take on MicroGPT by Andrej Karpathy, minified to 64 lines to run from a QR code

This is now v2 with minified JS! This version features a minimal GPT implementation with native browser execution through data URI with <40 lines of minified JS and no external dependencies

It makes use of the DecompressionStream Web API and a similiar logic to my past project of running a DOOM-like game from a QR code

you can quite literally "train" and run inference of a GPT model from your mobile device

Would love to hear what you think about it !

Related Links:

Show HN: PicoGPT – GPT in a QR Code https://news.ycombinator.com/item?id=46993035

MicroGPT by Andrej Karpathy - https://gist.github.com/karpathy/8627fe009c40f57531cb1836010... https://karpathy.github.io/2026/02/12/microgpt/

Show HN: I made a Doom-like game fit inside a QR code - https://news.ycombinator.com/item?id=43729683 https://github.com/kuberwastaken/backdooms

(PS: You'd need something like https://qrscanner.org/ that can scan larger QR codes)

Launching RuneScapeCN today! First time doing OSS.

It’s an OSRS-themed UI component set built on familiar shadcn patterns: - React 19 + TypeScript - Tailwind CSS v4 - Radix primitives - Vite + CVA - Hosted registry endpoints for direct component install

Goal: keep the classic RuneScape visual identity while still being easy to ship in modern React apps.

If you try it, I’d appreciate candid feedback on what to improve first.

The article explores techniques for handling race conditions in PostgreSQL, including using advisory locks, serializable transactions, and performing idempotent operations. It provides guidance on identifying and resolving race conditions to ensure data consistency and integrity in PostgreSQL applications.

The article provides a step-by-step guide on how to install and configure the OpenBSD operating system, covering topics such as partitioning the disk, setting up networking, and installing additional software.

The article explores the changing landscape of the internet, arguing that the era of the open, decentralized web is coming to an end as tech giants and governments exert more control and influence over online content and user data.

When companies push, advertise, and promote that they are or were voted a "best place to work", is that a red flag when considering to work there? I feel like it's more about convincing current workers than anything. Thoughts?

The article discusses a practical and non-hyped coding workflow for well-established codebases, focusing on a step-by-step approach to understanding the codebase, breaking down tasks, and delivering incremental improvements while avoiding common pitfalls.

I studied OpenClaw and built a more secure alternative. Key differences:

- Dormant by default (only wakes on /wake command from owner) - All tools disabled by default (you /enable on demand) - Dangerous actions require /confirm before executing - Single-owner auth (strangers silently dropped, zero info leak) - Full audit log of every action

Built as a working TypeScript prototype with Telegram integration. Next step: connect real AI agent (Claude/GPT) and add WhatsApp support.

Curious what HN thinks about this security model for AI assistants.