Articles, guides, and field notes on AI-augmented software delivery, product strategy, and shipping reliable software.
Almost every company we speak to wants to do something with AI. Fewer can describe the process behind the problem. Why we map how the work happens today before choosing between AI, an integration, plain automation or changing the process itself.
How Codepixel runs projects and operations in ClickUp, and why clear processes came before adding AI agents to the workflow.
Every agency you're evaluating claims AI augmentation, so the adjective tells you nothing. The specific version: where AI sits in our delivery, where it doesn't and where a senior engineer signs their name regardless.
If a piece here maps to something you're building, a short call is the fastest way to pressure-test it with a senior team.
Our playbook for integrating AI into product design and development workflows.
Download the playbook