Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

2. Profit first” mentality aligned with KPIs: The pursuit of profits is uncompromising...

2. Profit first” mentality aligned with KPIs: The pursuit of profits is uncompromising and regards profits as the force and focus that guides all decisions. At the same time, ev...

July 28, 2025 · 1 min read

2.

Profit first” mentality aligned with KPIs: The pursuit of profits is uncompromising and regards profits as the force and focus that guides all decisions.

At the same time, everyone in the company has their own KPIs, and micromanagement is eliminated through KPI alignment.

This clear north star and results-oriented culture allows new members to quickly understand the company's goals and their responsibilities, and clarify the indicators that need to be driven each week.

This clarity greatly reduces the time new hires spend fumbling for direction, allowing them to focus on actual contributions more quickly.

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2. Profit first” mentality aligned with KPIs: The pursuit of profits is uncompromisin...THESIS2. Profit first”mentality aligned withKPIs: The pursuit ofprofits isSIGNAL2.OPERATORAt the same time,everyone in thecompany has their ownKPIs, andIMPLICATIONThis clarity greatlyreduces the time newhires spend fumblingfor direction,
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  implication["This clarity greatly reduces the time new hires spend fumbling for direction, allowing them to focus on act..."]
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