Agent-Native Engineering | General Intelligence Company

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Quick Take

This is peak "here's what's actually happening at the frontier" content that Brian would want to validate against his own experience and share practical takes on. The bold claims about eliminating code review and spending 20% of salary on tokens are provocative enough to warrant a response, especially from someone actually building in this space.

Relevant Domains

AI/agents/future of software work Engineering craft/architecture/productivity (primary) Side projects/automation/earning from skills (secondary)

Blog Angles

1

"Agent-Native Engineering: What They Got Right (And Wrong)"

Thesis

Your Hook

2

"The Hidden Costs of Agent-Native Development"

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Your Hook

3

"Building AI-First Workflows That Actually Scale"

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Your Hook

4

"Why Most Teams Aren't Ready for Agent-Native Engineering"

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Your Hook

Key Quotes

$4000 per engineer per month on opus tokens
20 PRs a day, sometimes hundreds of commits daily
You should remove the two engineer code review requirement
tokyo drift 12 instances of claude code

Tags

#ai-agents #engineering-productivity #code-review #fintech-reality-check #ai-costs #developer-workflow #automation-hype