Nate Berkopec

@nateberkopec

Ruby and Rails applications, made fast. 日本語: @nateberkopec_ja

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The trade-offs of simpler AI agent setups

A single session managing other agents should be enough with the best models, one user argues. A reply reports built-in handoff problems that made a product undeliverable.

19 Sources, 28d ago, updated 28d ago

A “pokayoke” prompt for preventing repeat mistakes

One user shares a prompt they use often: “how can I pokayoke this so this kind of error never happens again”.

1 Source, 36d ago, first seen 36d ago

Suhail Doshi Shares Prompt to Trim Agent Code by 80%

Playground AI founder posted prompt for minimal pull requests on agent code.

2 Sources, 47d ago, first seen 47d ago

Nate Berkopec Highlights GPT-5.6 Sol for Coding Agents

Nate Berkopec shared charts comparing model performance on coding agent tasks.

1 Source, 51d ago, first seen 51d ago

Featured in

The trade-offs of simpler AI agent setups

A “pokayoke” prompt for preventing repeat mistakes

Suhail Doshi Shares Prompt to Trim Agent Code by 80%

Nate Berkopec Highlights GPT-5.6 Sol for Coding Agents

Featured in

The trade-offs of simpler AI agent setups

A “pokayoke” prompt for preventing repeat mistakes

Suhail Doshi Shares Prompt to Trim Agent Code by 80%

Nate Berkopec Highlights GPT-5.6 Sol for Coding Agents