Agentic systems are struggling to scale (this should feel familiar)

Core Question

Why do agentic systems struggle to scale to complex engineering challenges?

Main Idea

Agentic systems succeed in isolation but fail in coordination.

Key Points

• Strong at:
  • generating code
  • summarizing information
• Weak at:
  • multi-step workflows
  • coordination across roles
  • long-lived context

Parallel with Humans

• A developer can write a function
• But without structure, cannot ship a product

This is not surprising — humans behave the same way.

Misconception

Scaling = more agents or better models

Reality

Scaling = better structure

Hook

“Why can an agent write a function, but fail to ship a feature?”

Transition

Engineering teams don’t scale by thinking harder. They scale by structuring information.