
Agent Harness: The Third Era of Working With LLMs
If you're working with LLMs and still in "prompt engineering" mode β better prompts, longer templates, more examples β you're leaving most of the value on the table. Frontier models (Claude Opus 4.7, GPT-5.4, etc.) can now run autonomous workflows end-to-end if you build the right harness around them. Four parts: a loop, a verifiable goal, a tool set, a secure environment. I wrote a full...
















What if your AI could be your graphic designer?
Ever wished your AI could do more than just write? What if it could also be your graphic designer? We've been working on this at MindPal, and I made a short video to show how our AI agents can now generate AND edit images from simple text commands. In the video, you'll see a multi-agent workflow design a custom YouTube thumbnail from the transcript. It's a game-changer for automating the entire...
MindPal's new Planning Tool
Hey Guys! We've all been there. You give an AI a big, complex task like "write a market analysis," "create a content calendar," "draft a project proposal", and you get back... a giant, unstructured wall of text Standard AI is great at reacting, but it can't plan. It can't reason through a multi-step process on its own. That's why we're so excited to launch the Planning Tool for MindPal. This...

