Category
AI
53posts
Zero-Dollar AI Agent Farming: Turning Broken Hardware into a 24/7 Autonomous Dev Engine
Turn a cracked-screen laptop into a 24/7 autonomous homelab server: sudden power cut protection, Bubblewrap quota relay, and phone-driven vibe coding with 0 dollars.
Claude Blog Explained: The 5-Gate Autonomous Content Engine
Inside AgriciDaniel/claude-blog: how 32 skill directories, 5 subagents, and a blocking 5-gate delivery contract eliminate hallucinated AI slop at scale.
SEO Machine Explained: The B2B SaaS Content Pipeline
Inside TheCraigHewitt/seomachine: how 7,400+ stars Claude Code workspace turns GSC telemetry and context files into revenue-generating B2B SaaS articles.
Vercel Skills Explained: The Open Agent Package Manager
How Vercel's npx skills creates a universal package manager for 79+ AI agents: architecture, symlink pipelines, skills-lock determinism, and security edges.
AutoResearch Explained: Why Karpathy Contributed to This AI Scientist
AutoResearch breaks the single-model echo chamber with a multi-model consensus pipeline, stateful Ralph loops, and independent blind reviews.
High-Leverage Coding Terms & Jargon for AI Coding Agents
Discover the architectural keywords and high-leverage engineering jargon that turn AI coding agents into precision tools, eliminating hallucinations.
AI Agent Book Explained: A Beginner-Friendly Roadmap from Agent Basics to Real Engineering
A friendly practical guide to ai-agent-book: what it is, how to use it, when to use it, and how beginners can learn AI Agents through a clear 2-week path.
Agent Reach: Internet Access Without the API Bill
A Python capability layer that wires your AI agent to Twitter, Reddit, YouTube, Bilibili, and more - one install prompt, zero paid APIs.
GLM-5.2 just took the open-weights crown - and it thinks a lot
Z.ai's GLM-5.2 tops Artificial Analysis's open-weights leaderboard at 51 points, but HN is arguing about token bloat and whether benchmarks lie.
OpenMontage: Your Coding Agent Becomes the Video Director
Open-source agentic video production: 12 pipelines, 52 Python tools, 400+ skills. Claude or Cursor orchestrates research, assets, edit, and render.
Sixty percent of Americans are tired of hearing 'AI' in your ads
A WordPress VIP survey of 1,200 US consumers finds AI in brand messaging is a turnoff, and almost nobody can name a company doing it well.
last30days: The AI Skill That Searches People, Not Editors
An AI agent skill that searches Reddit, X, YouTube, HN and Polymarket for the last 30 days on any topic, scored by what real people actually engaged with.
The Wildly Simple Architecture Running Our AI Moment
A ground-up walkthrough of how transformer-based LLMs actually work - tokens, embeddings, attention, and the next-token loop - and why HN engineers can't…
FP4: the 16-value float powering billion-parameter models
FP4, a 4-bit float with just 16 representable numbers, is now the default inference format for billion-parameter models on NVIDIA Blackwell hardware.
Anthropic Cybersecurity Skills: The Binder Behind a Senior Analyst
754 Markdown playbooks an AI agent can load: Volatility3 runs, Kerberoasting hunts, cloud breach scoping. Mapped to ATT&CK, NIST, ATLAS, D3FEND.
Understand Anything: Graphs That Teach, Not Graphs That Impress
Claude Code plugin (also Cursor, Codex, Copilot, Gemini CLI) that turns any codebase into an interactive knowledge graph you can search and ask questions about.
Anthropic Is Now Training on Elon's Supercluster
Anthropic is expanding into xAI's Colossus2, using GB200 GPUs - after already taking the entire Colossus1. HN asks what this means for the AI race.
When Google's Update Deletes Your IDE and Leaves a Chatbot in Its Place
Google's Antigravity 2.0 update silently replaced a working developer IDE with a chatbot at I/O 2026 - and the only fix was a full system purge.
The AI answer is an ad
Google embedded Gemini-generated ads directly into AI Mode search results. Here's what shipped, why HN is furious, and why the adblocker crowd finally has a…
The VSCode extension that robbed GitHub
GitHub confirmed ~3,800 internal repos were stolen after one employee installed a trojanized Nx Console extension - and the attackers want $50K for the data.
A country of 500,000 just became OpenAI's first national AI experiment
Malta is giving ChatGPT Plus to every citizen who completes a 2-hour AI course. First real national AI pilot, or political vote-buying? HN has thoughts.
One minute of 720p video from a single GPU - how did we get here so fast?
SANA-WM is a 2.6B open-source world model that generates minute-long 720p video with 6-DoF camera control on one GPU. NVIDIA trained it on 64 H100s in 15 days.
XS: A 2.9 MB Binary That Is an Entire Programming Toolchain
XS packs compiler, debugger, formatter, package manager, and six backends into one 2.9 MB binary that runs on Linux, macOS, ESP32, and more.
zerostack: the coding agent that runs on 8MB, not 8GB
A solo Rust developer shipped a full-featured coding agent with an 8MB RAM footprint. HN argues about whether that even matters.
9Router: Free AI Coding With Auto-Fallback and 40% Token Savings
9Router is a local proxy that routes Claude Code, Cursor, and Cline through 40+ providers with auto-fallback, token compression, and zero-downtime quota…
Open CTFs Are Now Pay-to-Win, and Frontier AI Did It
A top-10 CTF competitor argues that Claude Opus 4.5 and GPT-5.5 have automated enough of the scoreboard that open CTFs no longer measure human security skill.
AiToEarn: Publish to 14 Platforms, Let the Agent Handle the Rest
AiToEarn is an open-source AI agent that automates content publishing, engagement, creation, and monetization across Douyin, TikTok, YouTube, Instagram, and…
Five Days vs. Five Years: Apple's New Kernel Defense, Cracked
Apple spent five years building MIE on M5 to stop kernel exploits. Calif cracked it in five days with AI, then drove to Apple Park to deliver the report.
Obsidian: Why Plain Text Notes Win in the End
Obsidian is a free, local-first Markdown app that links your notes into a personal knowledge graph. Here's why half the internet switched from Notion.
Project Gutenberg is somehow still the best part of the internet
A 1971 hobby project is still the most quietly impressive thing on the web - and HN noticed it again, with 900+ upvotes.
One Source, Two Surfaces: Anthropic's Financial Services Toolkit
10 Claude agents for investment banking, equity research, and fund admin, deployable as Cowork plugins or headless Managed Agents from a single YAML manifest.
OpenGame: The Agent That Runs the Game to See If It Works
OpenGame is a CLI agentic framework from CUHK MMLab that scaffolds, builds, and verifies browser games end-to-end from a plain-English prompt.
Pixelle-Video: One Topic, a ComfyUI Assembly Line
Streamlit app that turns a topic or script into short video: LLM copy, ComfyUI or RunningHub media, TTS, BGM, HTML templates, ffmpeg out to output/.
Maigret: The OSINT Detective That Finds Every Account
OSINT tool that checks 3,000+ platforms for a username, recursively hunts linked accounts, and generates full HTML/PDF dossiers; no API keys required.
Production Google OAuth In One Prompt: I Let Cursor Drive Chrome DevTools MCP
I asked an AI agent to wire production Google OAuth. One prompt later it clicked through Cloud Console, configured scopes, and shipped to prod.
Four Principles to Stop LLMs Overengineering Your Code
A tiny CLAUDE.md and optional plugin that makes Claude Code ask, test, and edit surgically.
Android Reverse Engineering Skill: Unpacking APKs Like a Pro
A Claude Code skill that decompiles Android apps and extracts their hidden APIs - no source code required. For security pros, hackers, and the curious.
Blitz: Autopilot for App Store Submission
Native macOS App Store Connect client that automates submissions, screenshots, IAPs and agent-driven workflows via MCP.
Kronos: A Foundation Model for the Language of Financial Markets
Kronos tokenizes OHLCV K-line data and provides pre-trained autoregressive models and finetuning tools for forecasting.
The Job Search System That Evaluated 740 Offers
Career-ops turns Claude Code into a 14-mode job search agent: structured A-F evaluations, ATS-optimized PDFs, batch processing, and a Go TUI dashboard. MIT.
Context Hub: The Curated Doc Layer Every Coding Agent Needs
Context Hub (`chub`) gives AI coding agents current, versioned API docs on demand -- so they code from facts, not 18-month-old training weights.
MarkdyScript: The Mermaid of Motion
MarkdyScript is a declarative text DSL that turns 30 lines of plain code into Web Animations API scenes, git-diffable, LLM-friendly, and zero GSAP.
MarkItDown: Everything Becomes Markdown
Microsoft's Python tool converts PDFs, Office docs, audio, and YouTube URLs to clean Markdown for LLM pipelines and RAG systems.
taste-skill: The Bias Correction File for AI Frontend
taste-skill corrects the font, layout, and motion biases that push LLMs toward generic UI. A portable SKILL.md you commit once per project.
Claude Code's Missing Manual: Stop Typing and Start Orchestrating
A copy-paste survival guide that turns Claude from a basic chatbox into an automated team member.
AI Scientist-v2: The Robot That Writes Its Own Papers
SakanaAI's AI Scientist-v2 autonomously generates ML research hypotheses, runs experiments via agentic tree search, and writes peer-reviewed papers. No…
The Agent is the Model. The Code is Just a Vehicle.
A deep dive into learn-claude-code and the truth about AI agents: most frameworks are over-engineered Rube Goldberg machines.
The Conductor and the Machine: Orchestrating Claude Code
Claude Code is a beast. But to tame it, you need more than prompts. You need an orchestration framework.
Claude Skills: The Surgical Precision of Agentic Experts
A library of 200+ modular expert instruction sets and zero-dependency Python tools for AI coding agents.
VibeVoice: The Hour-Long Storyteller
AI that doesn't forget who is talking even after an hour. VibeVoice handles long-form speech without the usual 'memory loss'.
The Professional Kitchen for Your AI Agent
Everything Claude Code isn't just a config pack; it's a performance system that turns a general-purpose AI into a precision instrument.
Hermes Agent: The Desk That Remembers
Most AI agents reset every session. Hermes Agent builds a persistent workbench that learns your stack, grows its own skills, and follows you across 7 platforms.
5 Awesome Projects to Build with LM Studio's Local API
A quick guide on how to use LM Studio's Local Server for Python scripts, OpenClaw, AI coding assistants, and secure document chats.