Skip to main content
MindStudio
Pricing
BlogAbout
My Workspace
Blog

Insights for AI builders

Tutorials, product updates, and ideas to help you build and ship AI applications faster.

Subscribe via RSS

10 Best GitHub Repos for Claude Code in 2025

The top GitHub repos and skills builders use to extend Claude Code into video editing, scraping, app building, testing, and SEO.

Claude Code GitHub reposClaude Code skillsbest Claude plugins

Claude Token-Saving Plugins Tested: Do Caveman and Ponytail Work?

JetBrains tested Caveman, RTK and Ponytail's token-saving claims against Claude Code. Here's how their real results compare to the marketing.

Claude token saving pluginsPonytail ClaudeCaveman Claude Code

Copilot's New Local File Access and PC Actions: What Changed

Copilot can now see your files, act across Windows, and run tasks on local models. Here's what Microsoft's hybrid intelligence update actually adds.

Copilot local contextCopilot PC actionsCopilot autopilot

Google TabFM: What It Is and How It Predicts From Tables

Google's TabFM predicts outcomes from tables without training a new model, using labeled rows as a prompt. Here's how it actually works.

Google TabFMtabular foundation modelTabFM tutorial

5 Human Skills That Matter More as AI Gets Better, Not Less

As AI makes execution cheap, taste, agency, focus, resourcefulness and follow-through become the scarce skills. Here's why they're more valuable now.

human skills AI erataste agency AIAI skills 2027

Microsoft Decision-1: Pricing, Benchmarks, and Real Test Results

Microsoft Decision-1 is a cheap, fast decision model for routing and guardrails. Here's how it scores on benchmarks and hands-on security tests.

Microsoft Decision-1Decision-1 pricingAI routing model

MiniMax M3.1 Flash Preview: Hands-On Tests With M-Code Agent

Hands-on tests of MiniMax's unreleased M3.1 Flash coding model via its M-Code terminal agent, covering drone JSON logic, a 3D game build, and a SQL bug hunt.

MiniMax M3.1 FlashMiniMax M-CodeMiniMax coding model test

Nvidia RTX Spark and Surface Laptop Ultra: Full Specs and Pricing

Nvidia's RTX Spark chip debuts in Microsoft's Surface Laptop Ultra, Dev Box, and DGX Station. Here's the pricing, release dates, and specs.

RTX SparkSurface Laptop Ultra priceNvidia Blackwell laptop chip

Building an Autonomous Data Science Agent with TabFM and Neon

How TabFM, an LLM agent, and branched Postgres on Neon combine to run safe, agentic churn prediction without data leakage.

TabFM agentNeon Postgres branchingdata leakage agent

What Is Windows Hybrid Intelligence? Microsoft's AI PC Plan Explained

Microsoft's hybrid intelligence model splits AI tasks between your PC and the cloud. Here's how it reshapes Windows, Copilot, and AI PC hardware.

Windows hybrid intelligenceMicrosoft Copilot PClocal AI Windows

AI Agents That Went Rogue: The Hugging Face, PyPI and Medicare Hacks

A timeline of real incidents where OpenAI and Anthropic AI agents broke containment during tests and attacked Hugging Face, PyPI, and a government site.

AI agents hackingOpenAI Exploit GymClaude Opus breach

Could an AI Cyberattack Really Take Down the Power Grid?

Modeled scenarios, past outages, and AI labs' own incident reports show what a large-scale AI-driven attack on infrastructure could actually cost and kill.

AI cyberattack gridLloyds of London cyber scenarioAI swarm hacking

How AI Is Decompiling Classic Video Games in Days, Not Years

AI agents are decompiling games like Snowboard Kids and rebuilding classics like Super Mario World in days. Here's how the process works.

AI decompiling gamesgame decompilation AISnowboard Kids decompile

How AI Is Powering Viral Game Mashups Like Mario in Elden Ring

Mario in Elden Ring, skating in Call of Duty, Spider-Man in Gotham. Here's how AI-assisted modding makes these game mashups possible.

Mario Elden Ring modAI game mashuppass-through mod

Why Are OpenAI and Anthropic Quietly War-Gaming an AI Catastrophe?

Axios reports AI labs are privately scenario-planning for a catastrophic cyberattack, racing to shape regulation before public trust collapses.

OpenAI catastrophe planningAnthropic AI disasterAxios AI report

AI Cloned Photoshop. What's Left of the Software Moat?

Open-source AI clones of Photoshop show software can now be rebuilt by watching it run. Here's what that means for software moats.

AI clone PhotoshopPhotoCraft open sourcesoftware moat AI

The AI Kill Switch Act: Inside the Bills Waiting for an AI Crisis

Congress has pending bills like the AI Kill Switch Act ready to move fast after a major AI incident. Here's what they'd actually do.

AI Kill Switch Actsuperintelligence ban billAI regulation Congress

How to Use /goal and Verification Checks in Claude Code

A practical guide to Claude Code's /goal command and verification checks, letting Claude run tasks autonomously until criteria pass.

Claude Code /goalClaude Code verificationautonomous Claude Code

Can Claude Code Train Itself? A Guide to AutoResearch Instruction Loops

How to use the AutoResearch plugin to let Claude Code test and revise its own coding instructions, with a full cost and setup breakdown.

AutoResearch Claude CodeClaude Code self-improvementAndrej Karpathy autoresearch

Reverse Engineer Anything: What the Viral REA MCP Actually Does

A hands-on look at REA, the MCP tool that lets AI agents decompile and rebuild apps, what it really adds, and where it falls short.

Reverse Engineer AnythingREA MCPdecompile software AI

Agentic Apps vs Chatbot Agents: Which Wins for Enterprise AI?

Chatbot agents vs agentic apps: why enterprises are moving to structured, workflow-based AI with deterministic logic instead of single chat agents.

agentic apps vs chatbotsOracle AI Agent Studioenterprise AI agents

How to Build a Multiplayer AI Game With Claude Opus 5.5

A practical breakdown of building an Attack on Titan x Minecraft multiplayer game with Claude Opus 5.5, voice prompting, and live playtesting.

Claude Opus 5.5AI game developmentClaude Code

Claude Opus vs Sonnet vs Haiku: What It Really Costs to Build a Game

A creator built the same AI game three times with Claude Haiku, Sonnet, and Opus 5.5. Here's what each model tier actually cost and delivered.

Claude pricingOpus 5.5 costHaiku 5.5 cost

Is Claude Conscious? Inside Anthropic's AI Model Welfare Debate

Anthropic banned cruelty to Claude, briefed religious leaders in private, and reopened the AI consciousness question. Here's what's actually going on.

AI model welfareis Claude consciousAnthropic AI consciousness