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

Alex Hormozi's AI Strategy: What His Company Actually Does in 2026

Alex Hormozi froze his team's AI budget despite heavy usage. A breakdown of how Acquisition.com uses AI in support, sales, content, and hiring.

Alex Hormozi AIHormozi AI budgetAI agents business

Best GPU for Local LLMs: Fitting 30B Models in 16GB or 24GB VRAM

A practical guide to running 30B local AI models on 16GB and 24GB GPUs, comparing RTX 3090, dual 5060 Ti, AMD and Intel cards.

run LLM locally24GB VRAM GPURTX 3090 local AI

Claude Opus 5.2 Game Demos: What They Actually Cost to Build

A breakdown of Claude Opus 5.2 game and 3D demo prompting techniques, with real API costs ranging from $11 to $103 per project.

Claude Opus 5.2 gamesAI generated video gamesClaude artifact demos

Claude Opus 5.2 Pricing: API Costs and How Fast It Burns Your Plan

Claude Opus 5.2 is powerful but costly. Here's what tasks actually cost, how it compares to Opus 5.5, and how to avoid burning your quota.

Claude Opus 5.2 pricingClaude usage limitsClaude Code cost

Gemini 4 Carbon vs Claude Fable 5.2: Which Coding Model Wins?

A six-app head-to-head testing Gemini 4 Carbon against Claude Fable 5.2 on cost, speed, benchmarks, and real coding output quality.

Gemini 4 CarbonClaude Fable 5.2AI coding model comparison

What Is Gemini Decision 1? Google's Yes/No AI, Tested

Gemini Decision 1 skips text generation for yes/no answers and confidence scores. Here's what it is and where it breaks across five input types.

Gemini Decision 1Google decision modelstructured output AI

GPT Image 2.6: OpenAI's New Image Model Adds GIF Generation

OpenAI's GPT Image 2.6 brings GIF generation, faster speeds, and two new variants, Sunburst and Flare. Here's what changed and what it costs.

GPT Image 2.6OpenAI image generationGIF generation AI

How to Choose Effort Levels for Claude Opus and a Planner Model

A guide to splitting planning and execution between a frontier reasoning model and a cheaper model, with effort-level tips for coding workflows.

Claude Opus effort levelsClaude Code workflowOpus vs Sonnet

How to Run MiniMax H3 Image Locally on Consumer Hardware

MiniMax H3 Image is an open-weight text-to-image model with quantized builds around 18GB. Here's what it takes to run it on your own GPU.

MiniMax H3 imagerun image model locallyquantized open weight model

n8n's Nod Agent: A Hands-On Look at the Dots and Grokbot Rival

n8n's free personal AI agent Nod runs locally, connects 225 apps via Composio, and posts a 93.2% memory recall score. Here's how it compares.

n8n Nodpersonal AI agentNod vs Dots

Is n8n's Nod Free? Pricing, Setup, and Spending Limits Explained

n8n's Nod personal agent is free software, but you pay your model provider directly. Here's how costs, caps, and access actually work.

Nod pricingn8n Nod freeNod spending limit

Longcat 2.5, Ripple 65B, Inkling Small: This Week's Open-Weight Model Drops

Longcat 2.5, Ripple 65B, and Thinking Machines' Inkling Small landed this week. Here's what each open-weight model offers and who can run them.

open weight modelsLongcat 2.5Ripple 65B

RTX 5080 24GB Cancelled: Why Local AI Users Just Lost a Lifeline

The rumored 24GB RTX 5080 reportedly got cancelled over memory costs. Here's why that matters for local AI and what GPUs fill the gap.

RTX 5080 24GBNvidia GPU cancelledlocal AI GPU

Rex: Mitchell Hashimoto's New Terminal Built for AI Coding Agents

Rex is a persistent terminal and multiplexer from Ghostty's creator, built with a CLI and protocol designed for coding agents like Claude Code.

Rex terminalMitchell HashimotoGhostty

Rex Terminal: Is It Free? Beta Access, Waitlist, and Pricing Explained

How to join the Rex terminal beta, what it costs today, and what's known (and still unknown) about pricing for Mitchell Hashimoto's new app.

Rex terminal pricingRex waitlistSuperlogical beta

Tencent DSpine: Faster Speculative Decoding for Qwen3.8-27B

Tencent's DSpine draft model speeds up Qwen3.8-27B inference up to 3.8x over autoregressive decoding. Here's how it works and how to deploy it.

DSpinespeculative decodingQwen3.8-27B

Tyler Shultz on What It Was Really Like Inside Theranos

Tyler Shultz describes the culture of secrecy and dysfunction at Theranos before he became one of the first whistleblowers to expose the fraud.

Tyler ShultzTheranoswhistleblower

Fix AI Coding Agent Problems With Skills, Rules, and Hooks

Practical fixes for AI coding agents that fake completion, skip tests, or ignore rules, using devil's advocate reviews, evidence, and hooks.

AI coding agent rulesClaude Code skillsAI agent hooks

AI Labs Are Using AI to Speed Up Research. Here's What METR Found

METR's assessment of Anthropic shows AI-assisted research roughly doubling progress speed, an early sign of recursive self-improvement at AI labs.

recursive self-improvement AIMETR Anthropic reportAI research acceleration

Is Anthropic's AI Now Speeding Up Its Own Development?

A look at benchmark data and independent reporting on whether Claude models are accelerating Anthropic's own AI research and training pace.

Anthropic AI accelerationMETER reportAI self-improvement

Arete-27B Benchmark Results: Propaganda Score vs Capability

Arete-27B's fact score climbed from 2.32 to 2.98 and propaganda answers fell to 0.9%, with benchmarks showing no real capability loss.

Arete-27B benchmarkspropaganda eval datasetTerminal-Bench-2.1

Arete-27B: Nous Research's Western-Aligned Fine-Tune of Qwen3.8-27B

Nous Research's Arete-27B retrains Qwen3.8-27B to cut CCP-framed answers from 22% to 0.9% while holding capability benchmarks steady.

Arete-27BNous ResearchQwen3.8-27B fine-tune

Binance's Internal AI Tool Became a Hacker's Backdoor. Here's How

How attackers reportedly compromised a Binance engineer's device and used an internal AI tool to pivot toward wallet infrastructure in a major crypto theft.

Binance hack AI toolNorth Korea crypto hackAI agent security breach

Claude Fable 5.2 vs Opus 5.5: KingBench Coding Results Explained

Claude Fable 5.2 scored 70% on KingBench 4 coding tests, beating Opus 5.5's 57.8%. Here's what it built right, and where it broke.

Claude Fable 5.2 vs Opus 5.5KingBenchAI coding benchmark