CTO & Cofounder at Realee, solving real estate inefficiencies with better technology.
I build scalable systems and write about technical problem solving. CanadaJoined July 2020
After building a few AI apps, eval-first development with a good eval suite transformed my workflow.
Slow at first but every release is smoother now. What is your eval approach?
Which embedding model are you using in production? The landscape has changed a lot in the past year. I am curious about the usage patterns
- OpenAI embeddings
- Jina AI embeddings
- Voyage AI embeddings
- Google Gemini embeddings
- Self hosted open source models
- Others
Drop…
Most developers use coding assistants wrong. They describe what they want built and hope the output works. When it does, they move on. When it breaks, they ask for it to fix until it works.
Effective vibe coding treats the assistant as a thinking partner, not a code generator.…
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