Latest Thinking
Insights on AI automation, LLMs, and modernizing workflows.
Vibe Coding vs. Agentic Engineering
Vibe coding gets you to 80%. Agentic engineering gets you across the finish line. Learn the key concepts—observability, security, QA, and evals—that separate prototype from production.
AI Transformation Process
We've been thinking a lot about AI transformation recently. Most companies are dabbling with AI. Many have a hodgepodge of AI initiatives. But few go through a true AI Transformation process. Here's our latest on our AI Transformation process. 6 phases from strategy to optimization.
What is an AI Agent, Exactly?
An AI agent is more than just a chatbot. In this post, we break down the key building blocks of AI agents—from tools and system instructions to memory and subagents.
Thoughts on Research Agents
A research agent is an invaluable tool for anyone looking to automate information gathering. Here is a practical guide on building, filtering, and refining a custom research agent.
Lessons From Building an AI Tool that is actually useful
A practical look at what it takes to build AI tools that actually are useful: simple architecture, clean context, clear scope, and the right model.