Traditional product analytics tell you what happened. Session duration, tool calls executed, completion rates. But they...
LukeW | Agent Management Interface Patterns
As an increasing number of AI applications evolve to agents doing work for people, agent management becomes a critical part of these product's design. How can p...
Agents First
Every product is getting a second customer — the human who pays, and the agent who decides. A design framework for building products that AI agents can use as primary consumers.
Track, control, and optimize for AI agents and bots | Known Agents (formerly Dark Visitors)
Use Known Agents to turn the rising wave of AI agents, LLM assistants, and other bots crawling your website into a new growth channel for your business
A product modeling platform for AI-built software
The first version is magic. Auto turns product intent into a durable model your agent can build from as the product evolves.
LukeW | The Evolution of AI Products
At this point, the use of artificial intelligence and machine learning models in software has a long history. But the past three years really accelerated the ev...
The golden rules of agent-first product engineering
Five principles for building products that work well for AI agents and MCP servers.
LukeW | Common AI Product Issues
At this point, almost every software domain has launched or explored AI features. Despite the wide range of use cases, most of these implementations have been t...
Factory Router | Factory.ai
Engineers track leaderboards and spend critical hours evaluating incremental performance gains between models. The most ...
The Rise of Agent Experience (AX)
Agent Skills
AI coding agents take the shortest path to done, which usually means skipping the specs, tests, and reviews that make software reliable at scale. Agent Skill...
10 things I learned from burning myself out with AI coding agents
Opinion: As software power tools, AI agents may make people busier than ever before.
Meet Foundry: An AI Startup that Builds, Evaluates, and Improves AI Agents
Agent Plugins
A portable package format for reusable components that extend AI agents.
Research Report 6: Agentic Shopping is Complicated and Contingent
This is the sixth in a series of short reports that help business, education, and policy leaders understand the technical details of working with AI through rig
