Token Management: A Developer’s Honest Guide
I’ve seen 12 projects crash and burn in the last three months because teams skimped on token management. All 12 made the same missteps that could have been avoided with better awareness and practices.
1. Token Expiration Policies
Why it matters: If tokens don’t expire, you’re living on borrowed
Claude API in 2026: A Critical Review After 3 Months of Use
After three months with the Claude API: it’s decent for small experiments, but it definitely needs some work for serious applications.
Context
I’ve spent the last three months integrating Claude API into a side project—a chatbot that answers customer queries for a small
After 3 months with Qdrant in 2026: It’s an excellent choice for specific use cases, but has some critical drawbacks.
When I jumped into using Qdrant this year, my goal was clear: to build a scalable solution that could manage a variety of vector searches efficiently. With the rapid rise of AI and machine learning,
AutoGen vs PydanticAI: Choosing the Right Framework for Startups
Microsoft’s AutoGen has racked up 55,875 stars on GitHub, while PydanticAI trails behind with 15,573. But here’s the kicker: stars don’t build your startup. In the wild west of AI frameworks, picking the right tool between AutoGen and PydanticAI can make or break your project’s success.