Pi Durable: What It Is and Why It Matters for Agent Apps
Pi Durable adds crash-resumable, multi-conversation state to AI agent apps. Here's how its checkpointing and storage model actually work.
MindStudio Blog8 min read
MindStudio
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How to Use OpenAI Codex: Core Concepts Every Beginner Needs
A beginner's guide to OpenAI Codex covering projects, agents.md, the agent loop, and slash goals for non-coders getting started.
MindStudio Blog8 min readPi Coding Agent Pricing: Is It Really Free to Use?
Pi and Pi Durable are MIT-licensed and free, but model API calls, routing, and classifiers still bill you. Here's the real cost picture.
MindStudio Blog8 min readOpenAI's 80-90% GPT-7/GPT-8 Research Claim, Explained
An OpenAI exec said 80-90% of research targets GPT-7, GPT-8, and beyond. Here's what that claim does and doesn't mean for future releases.
MindStudio Blog9 min readKolibri-1: Aleph Alpha's Open-Weight German-English MoE Model
Kolibri-1 is Aleph Alpha's 78B MoE model with 3.5B active params, 1M context, and Apache 2.0 license, built for German and English.
MindStudio Blog9 min readIQuest-Q1: A 320B MoE Model Built for Agentic Coding
IQuest-Q1 is a 320B MoE model with 15B active params and 512K context, designed for agentic coding with Claude Code and Codex CLI.
MindStudio Blog8 min readDeepSeek Harness Pricing: What You Actually Pay to Run V4.1 Flash
DeepSeek Harness itself is free and open source, but running it still costs money through API usage. Here's how that billing actually works.
MindStudio Blog8 min readAutomate Form and Document Review with Open Image Decision Models
How open image decision models like Image-4B and Jev Omni let RPA bots judge scans, forms, and screenshots without custom training or OCR.
MindStudio Blog8 min readMicrosoft Autopilot: What the Always-On Copilot Agent Actually Does
Microsoft's Autopilot agent runs on OpenClaw tech and reaches 450M+ Microsoft 365 seats. Here's what it does and why distribution beats intelligence.
MindStudio Blog8 min readClaude Sonnet 5.5 Pricing vs Opus 5.5: Is Cheaper Actually Cheaper?
Sonnet 5.5 looks cheaper per token than Opus 5.5, but run it at max effort and the cost-per-task math flips. Here's why.
MindStudio Blog7 min readNaive-N0.5-Flash: Specs and Setup for the 309B MoE Coding Model
How to run Naive-N0.5-Flash locally: hardware needs, FP8 quantization, context window, and setup steps for this 309B MoE coding model.
MindStudio Blog8 min readDeepSeek Harness 2.0 Desktop App: A Hands-On Guide for Coding Agents
How to install and use DeepSeek Harness 2.0's desktop app for coding agents, covering setup, plugins, creator mode, and scheduled automation.
MindStudio Blog10 min readOpenAI Ultrafast Mode: Pricing, Speed, and How to Access It
OpenAI's Ultrafast inference mode promises 300 tokens per second on Cerebras hardware, but it's locked to the $500/month Pro-500 plan at 6x cost.
MindStudio Blog6 min readChatGPT Dots vs Meta Muse vs Grok: Which Always-On AI Assistant Wins?
ChatGPT Dots, Meta Muse, and Grok's assistant all promise always-on help. Here's how they compare on capability, connectors, and price.
MindStudio Blog7 min readMicrosoft FrogNano 4B: A Tiny Coding Model You Can Run Locally
Microsoft's FrogNano 4B is a 4B coding model built on Qwen 3.5, trained with RL. Here's how it runs locally and handles real bugs.
MindStudio Blog7 min readHow to Use ChatGPT Dots as an Always-On AI Assistant
A practical guide to setting up ChatGPT Dots for proactive email monitoring, Slack alerts, and recurring research tasks.
MindStudio Blog7 min readNaive-N0.5-Flash: What's Inside This 309B MoE Coding Model?
Naive-N0.5-Flash packs 309B params, 15.5B active, native 1M context via sparse attention, and MIT-licensed weights aimed at coding and AI R&D.
MindStudio Blog8 min readDGX Spark 64GB: What Nvidia's Cheaper SKU Says About RAM Prices
Nvidia's DGX Spark 64GB arrives at $4,999 MSRP versus $6,950 for the 128GB model, a sign memory prices aren't cooling off anytime soon.
MindStudio Blog7 min read
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