Agentic AI
Agent Evaluation & Benchmarks
As AI agents grow more capable with multi-step reasoning and tool use, are we building evaluation systems robust enough to measure their true capabilities—or just documenting sh...
8 articlesAug 2025 – Oct 2025
Writing
Long-form notes on agent architecture, evaluation, and the practical work of putting AI into a business. No newsletter cadence, no launch announcements.
Agentic AI
Post-Training Verifiable Agents - Technical Guide
Learn how to build post-training verifiable agentic AI systems, contrasting them with traditional models and outlining the critical training steps.
RAG
What is RAG? A Guide for Business
Learn how Retrieval-Augmented Generation bridges the critical knowledge gap for Large Language Models.
Agentic AI
Documenting for the Age of AI
Our Documentation Was a Messy Goldmine. Here's How We're Fixing It for AI.
Agentic AI
Why You Should Avoid AI Agents (For Most Things!)
Hey, AI agents may not be the best for you. Here are 4 reasons why you should avoid using them.
Your First Agentic AI Blueprint
Don’t Build AI Agents without These 4 Components
Building an AI agent? Do not miss 4 critical components of powerful AI Agents: brain, eyes, hands, and mind.
Agentic AI
AI Toolbox: Knowing When to Use Predictive vs Generative AI
Did you know that AI existed long before ChatGPT? It’s true. Today, when most people hear the word “AI,” their minds immediately jump to tools like ChatGPT, Gemini, or Claude. B...
Your First Agentic AI Blueprint
Don’t Just Build an Agent, Give It a Purpose
Learn the critical first step in building AI agents: defining a clear mission. Discover when you actually need agentic AI vs. simple workflows, and see real-world examples of ag...