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

Claude Code 1M Token Context Window vs. Old Rate Limits — What Actually Changed

Claude's 1M token context was always there — but rate limits made it unusable. The SpaceX compute deal changes that calculus entirely.

ClaudeLLMs & ModelsWorkflows

Claude Code vs. Codex as Your Second Brain Engine — Which AI Agent Works Best with Obsidian?

Your Obsidian vault is just markdown — meaning Claude Code, Codex, or any agent can power it. Here's how each performs as your second brain engine.

ClaudeGPT & OpenAIComparisons

Claude Opus 3 Wasn't Retired — Anthropic Gave It a Blog. Here's What It's Writing.

Instead of retiring Claude Opus 3, Anthropic gave it a public blog. The February 2026 post is live. Here's what it says and why Anthropic did it.

ClaudeAI ConceptsLLMs & Models

Claude Opus API Output Tokens Just Hit 80,000/min — 10x Increase Explained

Opus API output tokens jumped from 8k to 80k per minute overnight. What triggered it and what it means for production pipelines.

ClaudeLLMs & ModelsOptimization

Codex Skills System: How to Build Reusable Markdown Instruction Files for Every Project

Codex's skills system lets you store reusable instruction files globally or per-project. Here's how to build and organize them for real workflows.

GPT & OpenAIWorkflowsPrompt Engineering

Codex vs. Claude Code: Context Window, Token Efficiency, and Which Lasts Longer Per Session

Codex has 256K tokens vs. Claude Code's 1M — but GPT 5.5's efficiency may close the gap. Here's the real session-length comparison.

GPT & OpenAIClaudeComparisons

Consumer AI Is Coming Back in 12-24 Months — How to Position Your Product Before the Renaissance

Brian Chesky says 159 of 175 YC companies are enterprise-focused now — but a consumer AI renaissance is 12-24 months out. Here's how to get ahead of it.

AI ConceptsEnterprise AIUse Cases

DeepMind's Eve Online AI Agents Get Their Own Server — What the Sandbox Separation Actually Means

DeepMind's Eve agents won't touch the main Tranquility server. Here's what the sandboxed pocket environment means for agent training validity.

GeminiMulti-AgentAI Concepts

Demis Hassabis Personally Pushed the Eve Online Deal — What It Reveals About DeepMind's Agent Roadmap

Hassabis drove DeepMind's Eve Online equity deal himself. The progression from Atari to Chess to Eve Online reveals exactly where agent research is heading.

GeminiMulti-AgentAI Concepts

Elon Musk Sued OpenAI Over AGI Risk While Building Grok — The Contradiction That Defines the AI Race

Musk argued no single entity should control AGI — then built Grok. This contradiction isn't hypocrisy; it's the competitive logic that traps every AI CEO.

GPT & OpenAIAI ConceptsLLMs & Models

Ezra Klein Says the AI Job Apocalypse Probably Won't Happen — Here's the Economic Argument He's Making

Ezra Klein's NYT op-ed cites Alex Immis's Jevons' paradox framework to argue AI creates demand for labor rather than eliminating it. Here's the logic.

AI ConceptsLLMs & ModelsUse Cases

Gemini 3.5 (Speed) vs. Gemini Ultra (Memory) — Google's Two-Track Model Strategy Explained

Leaked: Gemini 3.2/3.5 optimized for speed, Gemini Ultra going deep on memory and long-context. Here's what Google's two-track model strategy means for…

GeminiLLMs & ModelsComparisons

Google DeepMind Buys Into Eve Online: 5 Reasons It's the Perfect AI Agent Training Ground

DeepMind just took an equity stake in Eve Online's developer. Here's why a 20-year-old space MMO is the ideal environment to train frontier AI agents.

GeminiMulti-AgentAI Concepts

Google IO 2026 Leaks: 8 Codenames and Features That Surfaced Before the Announcement

Ajax, Hercules, Hector, Orpheus in arena tests. Team Food memory. Nano Banana in AI Studio. Here are 8 leaked signals ahead of Google IO 2026.

GeminiLLMs & ModelsAI Concepts

How to Set Up Google Pomelli's Business DNA in Under 15 Minutes (Step-by-Step)

Google Pomelli's Business DNA is the foundation for every campaign it generates. Here's how to configure values, aesthetic, tone, logo

GeminiContent CreationSales & Marketing

Google Pomelli Photoshoot Feature: 4 Templates That Turn One Product Image Into a Full Campaign

Pomelli's photoshoot tool auto-selects from Studio, Ingredient, In Use, and Contextual templates by product type. Change backgrounds with a text prompt.

GeminiImage GenerationSales & Marketing

Google Pomelli Review: 7 Things It Does Well (and 2 Limitations to Know Before You Start)

Pomelli generates 3 campaign concepts from one product image and a target audience prompt. Here's what works, what doesn't, and the animation text bug to avoid.

GeminiSales & MarketingContent Creation

GPT 5.5 Instant vs. GPT 5.3 Instant: Free Tier Just Got a Frontier-Level Upgrade

GPT 5.5 Instant scores 81.2 on AIM 2025 math vs. 65.4 for its predecessor. It's now the default for free and Go users. Here's what actually changed.

GPT & OpenAILLMs & ModelsComparisons

How to Build an Agentic Context Grounding System for Any Vertical

Agentic context grounding prevents generic AI outputs by reading a source of truth before generating. Learn how to build this pattern for any industry.

WorkflowsMulti-AgentAI Concepts

How to Build an AI-Powered CRM Inside Your Second Brain

Learn how to add a personal CRM to your AI second brain using Claude Code and Obsidian to track contacts, meetings, and conversations.

WorkflowsAutomationClaude

How to Build an AI Second Brain with Obsidian and Claude Code

Learn how to build a second brain system with a wiki, CRM, and AI journal using Obsidian and Claude Code. Step-by-step guide.

WorkflowsAutomationClaude

How to Use AI for Journaling: Building a Second Brain That Responds to Your Entries

AI-powered journaling grounds responses in your saved knowledge base instead of generic advice. Learn how to build a journal that actually knows you.

WorkflowsProductivityUse Cases

How to Use Gamma AI to Create Professional Presentations in Minutes

Gamma AI creates polished, editable presentations faster than Canva or PowerPoint. Learn how to use it and why it beats ChatGPT and Claude for slides.

ProductivityContent CreationComparisons

How to Use Hourly Automations in Claude Code to Process Your Knowledge Base

Set up hourly automations in Claude Code to process new files, update your wiki, and push changes to GitHub—all without manual intervention.

AutomationWorkflowsClaude