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Auto-aggregated global tech articles · 1,145 posts

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AI & ML

Gemini 3.8 Flash: Benchmarks, Price, Cyber - Proje Defteri

TL;DR: Gemini 3.8 Flash in 30 seconds Gemini 3.8 Flash landed on September 2, 2026, three weeks after 3.7 Flash. That is the third Flash release in three months. Price did not move: $0.75 input, $3.75 output per million tokens. The promo ends December 31, 2026, then it doubles. A second model shi

Dev.to (EN Zone)
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Industry

Why Early Metrics Matter More Than You Think

When a new website or product launches, it is easy to focus on traffic, rankings, and overall growth. I think one of the more useful things to watch in the early stages is much simpler: what are people actually doing? Early metrics can reveal interest before you have enough data to make confident l

Dev.to (EN Zone)
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Backend

Node.js Security Essentials: The Checklist I Use in Production

Every middleware, header, and validation rule that has actually stopped an attack — from a 7-year production record that includes one very expensive pentest. The pentest report arrived on a Tuesday. Eleven findings, eight of them high severity. The client — an e-commerce backend serving about 40,00

DEV Community
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AI & ML

A Guardrails Library That Publishes Its Misses

Ask a guardrails library how often it is wrong and you will usually get silence, or a benchmark of how fast it is. That is the gap jamjet-guardrails was built into. Nine deterministic checks for LLM input and output, zero runtime dependencies, and a published precision and recall figure for every o

DEV Community
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Frontend

CAP Theorem Finally Made Sense to Me

While studying system design, I came across something called CAP theorem. At first, it sounded simple: A distributed system can choose any two out of Consistency, Availability, and Partition Tolerance. But the more I read about it, the more I realized that this explanation can be a little misle

DEV Community