Intent Engineering: The Coding Skill AI Agents Still Can't Replace
As AI coding agents improve, intent engineering, not prompt tricks, is becoming the skill that determines whether their output is actually useful.
MindStudio Blog8 min read
Model Context Protocol
16 stories
Firecrawl Alexandria: Free Data Access for AI Coding Agents
Firecrawl's Alexandria library gives coding agents access to over 100 data providers via MCP, with free monthly credits to get started.
MindStudio Blog6 min read
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.
MindStudio Blog8 min read
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.
MindStudio Blog6 min read
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.
MindStudio Blog7 min read
Google Stitch 2.0: A Step-by-Step Guide to the Free AI Design Tool
How Google Stitch 2.0 turns a text prompt into prototypes, design systems, and code handoff, walked through screen by screen.
MindStudio Blog9 min read
Google Stitch Pricing: Is It Free? Daily Credit Limits Explained
Google Stitch's free tier explained: how daily credits work, what resets at midnight UTC, and which parts of the workflow cost money later.
MindStudio Blog7 min read
Anthropic Cut 80% of Claude Code's Prompt. Here's How to Trim Yours
Anthropic removed most of Claude Code's system prompt with no performance loss. Here's how to audit and trim your own CLAUDE.md and skills.
MindStudio Blog7 min read
How to Connect Google Stitch to Coding Agents via MCP
Set up Stitch's MCP server so coding agents like Antigravity can list, read, and edit your Stitch design projects directly.
MindStudio Blog6 min read
What Is an AI Harness? Claude Code and Codex Explained
AI harnesses like Claude Code and Codex control how models act. Learn the five components: context, memory, tools, verification, permissions.
MindStudio Blog8 min read
Jev Decision Model: A Cheap Filtering Layer for AI Automations
Jev filters emails and news far faster and cheaper than an LLM. Here's how the decision model works and when it actually pays off.
MindStudio Blog7 min read
Holo4: The Open-Weight Agent That Clicks, Codes, and Calls Tools
H Company's Holo4 is an open-weight agent model that chooses between GUI clicks, code execution, and MCP tool calls. Here's how it works.
MindStudio Blog9 min read
Is Holo4 Free to Use? License and Commercial Use Explained
Holo4's open weights from H Company are free to download, but licensing and API access affect what you can actually ship with them.
MindStudio Blog7 min read
Holo4 Benchmarks: How H Company's Agent Model Stacks Up vs Frontier AI
Holo4's OSWorld scores and cost-per-task compared to GPT-5.5 and Claude Opus, plus why the dense model beats the MoE variant.
MindStudio Blog8 min read
Pi 1.0's Code Mode: How Native MCP and Model Routing Actually Work
Pi 1.0 adds native MCP via code mode, custom model routing, deferred tool loading, and Pi Durable for long-running agent sessions.
MindStudio Blog9 min read
Pi 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 read
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