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AI development

A collection of 6 posts

How to Build an SAT Prep Platform in 2026 (and What's Still Standing in 2028)
AI development

How to Build an SAT Prep Platform in 2026 (and What's Still Standing in 2028)

If you sell SAT prep, you spent 2026 watching Google give it away free. The niche survives because the easy half is free and the hard half, the part a junior or an AI gets wrong, is the whole business. A builder's map to a digital-SAT platform, and what's still standing in 2028.

  • 2muchcoffee
    2muchcoffee
14 min read
Pinecone vs Qdrant vs pgvector: Choosing a Vector Database in 2026
AI development

Pinecone vs Qdrant vs pgvector: Choosing a Vector Database in 2026

There is no best vector database. There is the one that fits your hardest constraint. A practitioner who shipped one scores Pinecone, Qdrant, Weaviate, pgvector, Milvus, and Chroma on the questions that actually decide.

  • Oleg Logvin
9 min read
Your Agent Is Only as Smart as Its Search: Inside Our Hybrid RAG on Qdrant
AI development

Your Agent Is Only as Smart as Its Search: Inside Our Hybrid RAG on Qdrant

Our matching agent answered a continuous stream of developer requests with confident, well-rounded, wrong shortlists, until we fixed the search under it. The architecture, the reasoning, and an interactive fusion demo you can tune yourself.

  • Oleg Logvin
18 min read
I am a TypeScript developer. Python typing has not caught up.
Python

I am a TypeScript developer. Python typing has not caught up.

A TypeScript developer integrates LangGraph into a Pydantic-typed FastAPI codebase and finds a wall. The wall is real, structural, and identical in shape to walls every modern language has hit. Naming it changes everything.

  • 2muchcoffee
    2muchcoffee
13 min read
Top 5 Skills a Non-Technical Co-Founder Needs in 2026
Founders

Top 5 Skills a Non-Technical Co-Founder Needs in 2026

AI builders made shipping cheap. Owning the source code, security, developer accounts, distribution, and a defensible niche is the work AI will not do for you.

  • 2muchcoffee
    2muchcoffee
7 min read
AI-Native vs AI-Powered Developers: What Hiring Teams Get Wrong
AI development

AI-Native vs AI-Powered Developers: What Hiring Teams Get Wrong

Learn how AI-native, AI-powered, traditional, and vibe-coding developers differ, and what to ask before hiring for AI coding work.

  • 2muchcoffee
    2muchcoffee
8 min read
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