Engineering notes.
Practical writing on building engineering teams, AI-native delivery and production systems — from the people doing the work.
Engineering teams
- Engineering staff augmentation vs. outsourcing
- Embedded engineers: how they actually integrate
- Scaling one engineer into a team
- Scaling an engineering team without a hiring freeze
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AI-native engineering
- Where AI helps engineers — and where it doesn't
- AI in code review and testing
- Documentation as a by-product of the work
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Platforms
- Streaming platform engineering
- Event-driven systems on AWS
- SaaS engineering for multi-user products
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