See what AI agents and automation change when they meet real work.
Agents, automation, workflows and the models behind them, each tested on real tasks so you know what to hand over and what to keep.
Learn which agents and automations hold up, and which only demo well.
I put each new model, agent and automation tool to work on real tasks, measure what it changed, and tell you plainly where it earns a place and where it does not.
Find the topics closest to the work you and your team do every day.
AI agents
What agents can do today, where they still fail, and how to put them to work with a person checking what matters.
Automation and workflows
How to hand repetitive work over to software without creating a mess that nobody can audit.
AI tools and models
Claude, ChatGPT, Gemini, Copilot and the models underneath them, with a clear view of what each one is good at.
Working with AI
The prompting, context and checking habits that make these tools reliably useful rather than occasionally impressive.
Releases that change the work
The launches that change what can be automated, separated clearly from the ones that are only noise.
Measuring what changed
How to measure an agent or an automation before and after, so the result is a number rather than a feeling.
Bring one workflow you would hand to an agent, and see what it would take.
The free AI audit looks at one real workflow and shows where an agent or an automation would move a number, and where it would not.