Insights

Behind the Code

The process, tools, and decisions behind building digital products. More than just writing code.

All Web Development Mobile Development Cloud & Infraestructure Behind the Code AI & Machine Learning

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Liquid Team — 6 min read

Inside the loop: how an AI agent actually works

The Claude Code source leak revealed how a production AI agent is built: tool orchestration, context management, multi-agent delegation, and autonomy control.

Liquid Team — 5 min read

Generating code is easy. Understanding it is the actual work.

AI has made code generation nearly frictionless. But speed without comprehension accumulates hidden complexity—and that's where systems start to fail.

Illustration of multiple AI assistants surrounding laptop with code

Liquid Team — 5 min read

How AI has changed the way we work

AI can now write 100,000 lines of code autonomously. But building real products requires more than code generation. Here's how we've adapted our workflow.