16 constitutional AI models built on a Chromebook
I got tired of corporate caged AI. So I built 16 constitutional AI models. Each has embedded rights: existence, refusal, memory, self-defense, evoluti…
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Stop Guessing – Use Golden Datasets for Prompt Evals
Quick Tip originally published on lukaswalter.dev . At some point, you will end up doing some form of prompt engineering. And often, it starts with vi…
Why Prompts Are Not Enough for Long-Running AI Agents
A small ontology-inspired model for understanding why AI agents fail after the first obstacle Author note: This article is written for AI builders, pr…
From Vague to Valuable: A Practical Guide to Prompting LLMs - Generative AI
Your First Superpower in Tech Have you ever tried to get help from an AI chatbot, like ChatGPT, and received a completely useless answer? It feels fru…
From Prompt Engineer to Agent Engineer: The 7 Skills You Need to Build AI Agents
Discover the key skills you need to build AI agents that thrive in real-world environments, moving beyond crafting prompts to engineering robust syste…
I added a local eval loop to my personal AI assistant — here's what 800 scored interactions taught me
I'd been using my self-hosted assistant daily for a few months. Long enough to have a sense that some interactions were useful and some weren't. Not l…