AI industry builder / agent workflows

Brad Zhang

Longform AI writing, forum-grade X thinking, and open-source proof for founders, operators, and early AI teams.

X / @teach_fireworks

WeChat Import / 中文

When Agents Forget,

Design Finally Begins

Forgetfulness is not a defect to eliminate. It is one of the constraints that reveals what the system actually values.

March 2026 / 10 min read / Agents

The third handoff in an agent workflow is often where the illusion breaks. Responsibility becomes vague, context becomes inherited rather than owned, and every participant assumes someone else is still tracking the missing details.

That is why recoverability matters more than continuity theater. Good systems survive partial forgetting by keeping explicit checkpoints, ownership boundaries, and summaries that can be audited.

In that sense, forgetting is not the opposite of design. It is what forces design to become visible.

When Agents Forget, Design Finally Begins