Mentality
- We solve our customers' problems with our product, and the product is not writing code
- https://open.substack.com/pub/thoughtos/p/2026-coding-is-dead-learn-to-let?r=39zhgt&utm_campaign=post&utm_medium=web
- Our customers rely on our product to get a job done. They don't care how it's made, only that it works, is reliable, and is effective.
- Ship quickly: as a startup, speed is our greatest asset
- https://simonwillison.net/2025/Dec/18/code-proven-to-work/
- Do not outsource thinking, amplify it
- AI tools are amplifications not replacements for thought and execution
- AI tooling is a 1st class tool in day to day development - know your tool of choice back to front.
- Rethink the systems we take for granted
- https://www.youtube.com/watch?v=4u94juYwLLM - This talk is directed at designers and how AI is changing their day to day, but it is just as applicable to engineering.
- Software engineers are now Product Engineers
- The venn diagram of product manager and SWE is becoming a circle. Get comfortable thinking like a product manager.
- Your security posture needs to adapt
- Whole classes of new security issues have cropped up with AI written code and attackers are adapting
- Supply chain attacks are everywhere. Dependencies/services/extensions across the stack, development env, and browser should be assumed hostile and should only be added with extreme vetting
- All versions of dependencies need to be pinned to specific versions
- Be deeply paranoid across the board
Resources
Primers
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Pieces to get you thinking
</aside>
- https://zapier.com/blog/raising-ai-fluency-bar-in-hiring/
- https://olano.dev/blog/dangerously-skip/
- https://open.spotify.com/episode/1bx2B9lDhiujXPU2u20AAX?si=9ef042c2398a43b9
- https://steve-yegge.medium.com/welcome-to-gas-town-4f25ee16dd04
- https://peterlavigne.com/writing/verifying-ai-generated-code
- https://openai.com/index/harness-engineering/
- https://claude.com/blog/product-management-on-the-ai-exponential
- https://www.bassimeledath.com/blog/levels-of-agentic-engineering (should be leaning towards level 7+)