Evals Don't Give You a Working Product
Two years and billions in funding later, 80% of AI projects still fail. Are evals the solution or the problem?
Software and AI Engineering
Long form notes on software and AI engineering
Learning Machines: Technical Design
How Learning Machines work under the hood.
Learning Machines: Why AI Memory Hasn't Been Solved (Yet)
Every AI memory system I've used is missing something.
Memory: How Agents Learn
How to build agents that are not only capable, but learn and improve over time.
GPU Poor Continuous Learning with Gemini 3
How to make agents better without fine-tuning or retraining. System-level learning that actually works.
Self Learning Research Agent That Tracks Consensus Over Time
Build a self-learning research agent that captures consensus, explains what changed, and improves over time.
Self Improving Text2Sql Agent with Dynamic Context and Continuous Learning
Learn how to build a text-to-sql agent with dynamic context and poor man's continuous learning.
Agent Security 101
Stop sending your agent transactions to telemetry services. Give your Agents a database and keep your data private.
WTF are Agents?
Understanding Agents by mapping out how they work.
Agent Engineering 101
A practical guide to Agent Engineering: the intersection of software, systems and security engineering.
Agentic Culture
An open-source experiment in collective memory and in-context cultural accumulation for multi-agent systems.
Becoming AI-first
Lessons from 100s of conversations on AI products and how teams are adopting AI.
Introducing Agno
The multi-agent framework, runtime, and UI built for speed.