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Ask HN: What critical legacy system at work is everyone afraid to touch?

I recently inherited an old phone and call centre system at work It runs on Elastix/CentOS, a custom windows app, MySQL, GSM gateways with analogue devices and static ips, with almost no documentation at all. The strange thing is, it works really well. The problem is that nobody

Ask HN: Why are so many accomplished founders joining Anthropic?

A striking number of people who had already built successful companies or held unusually high-status roles are choosing to work at Anthropic. > Recently, Tom Blomfield, co-founder of Monzo and GoCardless and former YC partner > Mike Krieger, co-founder of Instagram > Andrej Karpa

Altera returns to growth as AI, robotics fuel demand, CEO says

Copyright law is now the biggest battleground in Australia's AI boom

Tens of billions of dollars in investment, and Australia's ambition to become a global AI power, could hinge on a law written in 1968 for an era of black-and-white television, film and radio.

Anthropic runs like Wile E. Coyote into the brick wall of consciousness research

When the AI companies first began talking about existential risk, it was common to hear some version of:

IronCurtain – A secure* runtime for autonomous AI agents

A secure* runtime for autonomous AI agents. Policy from plain-English constitutions. (*https://ironcurtain.dev) - provos/ironcurtain

Hands-On with iOS and iPadOS 27, macOS 27 Golden Gate, and Siri AI

A return to form and function

GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning

Large language models (LLMs) are increasingly adapted to downstream tasks via reinforcement learning (RL) methods like Group Relative Policy Optimization (GRPO), which often require thousands of rollouts to learn new tasks. We argue that the interpretable nature of language often

moeru-ai/airi

💖🧸 Self hosted, you-owned Grok Companion, a container of souls of waifu, cyber livings to bring them into our worlds, wishing to achieve Neuro-sama's altitude. Capable of realtime voice chat, Minecraft, Factorio playing. Web / macOS / Windows supported. Project AIRI Re-creating N

coreyhaines31/marketingskills

Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering. Marketing Skills for AI Agents A collection of AI agent skills focused on marketing tasks. Built for technical marketers and founders who want AI coding agents to help with c

OpenCut-app/OpenCut

The open-source CapCut alternative OpenCut A free and open source video editor for web, desktop, and mobile. Status OpenCut is being rewritten from the ground up. What's coming: An Editor API First-class third party plugins (made possible by a plugin-first architecture) Desktop,

github/spec-kit

💫 Toolkit to help you get started with Spec-Driven Development 🌱 Spec Kit Build high-quality software faster. An open source toolkit that allows you to focus on product scenarios and predictable outcomes instead of vibe coding every piece from scratch. Table of Contents 🤔 What is

Raphire/Win11Debloat

A simple, lightweight PowerShell script that allows you to remove pre-installed apps, disable telemetry, as well as perform various other changes to declutter and customize your Windows experience. Win11Debloat works for both Windows 10 and Windows 11. Win11Debloat Win11Debloat i

hasaneyldrm/exercises-dataset

1,324-exercise fitness dataset — animation GIFs, 180×180 thumbnails, muscle-group & equipment data, and step-by-step instructions in 6 languages. The exercise data layer behind the LogPress app. 💪 Exercises Dataset A comprehensive, ready-to-use fitness exercise dataset with 1,324

Graphify-Labs/graphify

AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph. Read

Ongoing changes to Android security patches due to AI vulnerability discovery

GrapheneOS discussion forum

Is that bot a Pomeranian or a wolf – and who to sue when it 'bites'?

Harvard legal expert says a canine law provides a framework for leashing AI.

One Contract, Every Model: An Operating Standard for AI Coding Agents

You can't make a cheaper model as smart as a frontier one: that's weights. But you can make it operate to the same contract. This is how I built a portable operating standard and the harness that enforces it across every Claude Code session on my server.

Show HN: Self-hosting unpruned GLM-5.2 on a 4-node DGX Spark cluster

GLM-5.2 QuantTrio (Unpruned ) on 4xDGX Spark (GB10): 327K-655K context or up to 5 concurrent agents, one receipe. TP4 + DCP + MTP - XanuNetworks/GLM-5.2-QuantTrio-DCP-4x-DGX-Spark

Show HN:PandaClip a local mcp tool for an agents working state

One local-first MCP server for agent working state — clipboard history & snippets, TTL cache, file-organizer overlay, and a knowledge graph — plus a live desktop activity lens. 40 tools, SQLite...

Show HN: An autonomous SOC built to refuse causation it can't prove

DomeSOC investigates, decides, and contains threats — and an independent gate grades every claim its AI makes against the evidence, flagging what it can't support. Calibrated to your environment, with tamper-evident audit on every action.

CTA-Pipelining: A Latency-Oriented Spatial Scaling Method for Multi-GPU Systems

The evolution of compute infrastructure has transformed multi-GPU systems into tightly integrated shared-memory structures. However, current software still mostly treats these coherent interconnects simply as high-speed networks. Simultaneously, the demand for serving Large Langu

AI Isn't Human. Stop Talking About It Like It Is

Anthropic’s latest research reveals how Claude reasons internally, but it offers no evidence that AI has the kind of consciousness or experience that make us human, writes Spencer Klavan.

Show HN: A MCP for Agents to reverse engineer binary code

Reverse engineer anything with agents: one CLI and MCP server to inspect any app, understand it fully down to the binary level. - morluto/rea

Agents.md – Dumb Human

dumb human. GitHub Gist: instantly share code, notes, and snippets.

Already rich, already successful, why the last wave of tech winners is grinding again

They're rolling up their sleeves again, seemingly out of fear of missing AI's defining moment and, presumably, the irresistible allure of making even more money -- potentially a lot more.

The Six-Layer Memory Pipeline Behind Our Local-First Agentic Memory in 2026

Detecting Malicious Code at Scale

Datadog scaled malicious code detection from pull requests to dependency packages using stacked LLM evaluations and agentic investigation.

Zig Creator Calls Spade a Spade, Anthropic Blows Smoke

Programming language drama ensues as tech bros oversell the end of software engineering.

Show HN: Melodusk – AI Music Generator and music tools in the browser

Hi HN, I built Melodusk, an AI Music Generator and collection of AI music tools that runs directly in the browser. It supports multilingual UI, generation tracking, and a simple workflow for turning prompts into usable music ideas. Would love feedback on the product, UX, and wher