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Most of us use LLMs every day now, but if you asked the average developer what's actually happening between hitting enter and getting a response, the answer is usually some mix of "it's a neural network" and a shrug. That's fine — you don't need to know how a database B-tree works to write a query.
Hello, I'm Shrijith Venkatramana. I'm building git-lrc, an AI code reviewer that runs on every commit. Star Us to help devs discover the project. Do give it a try and share your feedback for improving the product. What if you could change how an AI thinks without retraining it? Not by rewriting prom
From semantic layers and knowledge graphs to vector search, modern data platforms, and real-time pipelines — here's the infrastructure beneath the intelligence. The headline of 2025–2026 is not the model. It's the agent. Large language models proved that machines can reason. Agentic AI proves they c
Tired of reading messy codebases? Meet AETHER. --- Have you ever joined a new project, looked at the repository, and realized you're going to lose the next three days just trying to figure out how the files connect? Yeah, me too. As a Full-Stack developer, I got tired of manually mapping out data fl
In the realm of cryptography and distributed systems, architecture without empirical data is just theory. A well-written whitepaper cannot protect a protocol’s treasury. For the past week, we have deeply dissected the Lirix execution pipeline. We explored how to build mathematical memory cages, how
PostHog ships analytics to thousands of daily agent users. They rebuilt their AI architecture twice before landing on something that worked. That is expensive learning. Most teams cannot afford two rewrites. They distilled the pain into five rules. I am going to reframe each one as a diagnostic ques
Tian AI Architecture Deep Dive: Building a Multi-Engine AI System This post takes a deep technical look at the architecture of Tian AI — an open-source, self-evolving local AI system. If you haven't read the overview, check out Tian AI: The Self-Evolving AI System Powered by Qwen2.5. Tian AI is orga
AI agents are getting access to production data and we’re doing it wrong. Most teams are connecting agents directly to databases. This works in demos. Because AI agents are not deterministic systems. They: explore instead of follow rules generate queries instead of executing predefined logic optimiz
