>_ Insights

Notes from the build

Practical insights from building AI agents in production.

Your agent has ears. We gave it eyes.

Introducing Contextune, an open-source client-side library that captures what a user is doing on the page and hands it to your agent as structured context, so it stops answering in a vacuum.

John Reid · 2 Jul 2026

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AI Engineering

How does a data agent change your data team?

Eight weeks building a customer-facing data agent on live IoT data - and why evals, not prompts, were what made it trustworthy.

James Reid · 22 Jun 2026

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AI Engineering

Experiments with long-running agents

Handing Claude a whole roadmap upfront, letting it work overnight, and reviewing the result in one sitting. Notes from a new way of building with coding agents.

John Reid · 19 Jun 2026

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Software Strategy

Software Lives Within Human Processes

Technology is only as good as the operational outcomes it enables. On logic boxes, change management, and the real work of building systems people actually use.

James Reid · 11 Mar 2026

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>_ Let's Talk

Keen to try?

Happy to chat on how this would work for your business — a workflow to automate, data your team can't easily query, or a product feature that could use an agent.

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