How to Preserve Lead Attribution When a Contact Submits Again

November 12, 2026 · Dev.to

Semantic Retrieval for Financial Research Dashboards: Schema Design and Reranking
Short answer: use a staged retrieval design with explicit collections, bounded queries, and traceable source context. Fo
Backend Interview Question: Your API Takes 900 ms. SQL Takes 40.
Before adding a cache, build a request timeline and find the work your user is actually waiting for. Someone says the AP
Security Is an Architectural Decision, Not a Finishing Touch
I've been thinking about this a lot while building Shiplogue, especially as I've worked on its cloud infrastructure, pro
Gemini 4 Hydrogen Dropped This Week. Which AI Model Do You Actually Code With Every Day, and Why?
Google released Gemini 4 Hydrogen on November 12. It's pitched as the fast, cheaper model for everyday coding and agent
‘We don’t need a deal’: Trump yanks JD Vance off Iran war talks
After reports Vance was considering new direct negotiations with a senior Iranian official, the president has decided th