Josh Rosen(@JoshARosen):I like how simple the @OpenHandsDev memory approach is for their software factory. Agents just write to a project-level MEMORY.md file. This is powerful in three ways: 1. It allows agent workers to leave behind state and be ephemeral. 2. It creates a basic shared-learning mechanism. If one agent learns something useful, every future agent can benefit. 3. Each agent is expected to be a good steward for the greater good, in this case the project, and not just think about its own task.

Josh Rosen

@JoshARosen

Researching modern AI architectures: agents, factories, harnesses, context, evals, and data. Building ThruWire. Co-founder TopCoat (acq. by @snyksec)

Joined August 2009

361 Following 2.6K Followers

Josh Rosen@JoshARosen

2026.09.03 00:20

I like how simple the @OpenHandsDev memory approach is for their software factory. Agents just write to a project-level MEMORY.md file. This is powerful in three ways: 1. It allows agent workers to leave behind state and be ephemeral. 2. It creates a basic shared-learning mechanism. If one agent learns something useful, every future agent can benefit. 3. Each agent is expected to be a good steward for the greater good, in this case the project, and not just think about its own task.