ShadCN UI in 2026: Why I Stopped Installing Component Libraries and Started Owning My Components

I’ve installed Chakra UI, MUI, Mantine, Radix, and Headless UI on different projects over the years. They all have the same problem: eventually you hit a wall where the library’s Continue reading ShadCN UI in 2026: Why I Stopped Installing Component Libraries and Started Owning My Components

Join our DEV Weekend Challenge — $1,000 in Prizes Across TEN winners! Submissions Due April 20 at 6:59 AM UTC.

We’re excited to kick off another DEV Weekend Challenge, a short bite-sized challenge planned to fit into your weekend. We know the submission window is tight, so we’ve set the Continue reading Join our DEV Weekend Challenge — $1,000 in Prizes Across TEN winners! Submissions Due April 20 at 6:59 AM UTC.

Why I Modelled My LLM Pipeline as a DAG Instead of a Chain — and What I Found Out

The problem with chains in production Every major Python LLM framework gives you the same primitive: a chain. LangChain’s LCEL. LlamaIndex’s pipeline. Haystack’s components. They all model your pipeline as Continue reading Why I Modelled My LLM Pipeline as a DAG Instead of a Chain — and What I Found Out

Processing High Frequency Solar Data Without HPC: Real Constraints and Design Decisions in MackSun

Solar activity directly impacts Earth, from GPS accuracy to power systems. MackSun was designed to process billions of high frequency solar data points under strict hardware constraints, without relying on Continue reading Processing High Frequency Solar Data Without HPC: Real Constraints and Design Decisions in MackSun