Architecture notes, system stories, and product engineering decisions from the Raniac team.
Raniac generates millions of deterministic, globally unique task IDs per second using timestamp, process identity, and sequence counters encoded in compact Base62.
How Raniac Ensures Deterministic and Scalable Task ID Generation. Raniac generates millions of deterministic, globally unique task IDs per second using timestamp, process identity, and sequence counters encoded in compact Base62.
Read articleEnterprise chatbots aren't about cool demos. Here's what actually matters when businesses depend on your AI system to handle real customer conversations.
Read articleEvery time you book a flight, track a package, or ask an AI assistant a question, there's an invisible conductor orchestrating the entire experience — the API. APIs have evolved from simple data bridges to the fundamental architecture of modern software.
Read articleFrom manipulated social media images to deepfake videos, image forgery has evolved into a sophisticated cyber-threat. AI-driven deep learning models can now analyze images pixel by pixel, uncovering the subtlest traces of tampering.
Read articleRetail brands have come a long way from manual ledgers to cloud tools. But most are still not automated. Teams spend hours copying data between systems for basic reports. The next leap isn't another app — it's integration and automation.
Read articleHow we built a pipeline that extracts, validates, and reconciles invoice data — handling messy real-world documents that break every rule.
Read article