Beyond Vector Search: Building Better RAG Retrieval with Hybrid Search and RerankingAug 5, 2026·16 min read·35
Building a Production RAG Pipeline: Document Processing, Chunking, and Metadata DesignJul 23, 2026·20 min read·24
Scaling RAG Systems: Production Architecture, Performance, and Cost OptimizationThe first three parts of this series covered why production RAG systems fail and how the quality of the data foundation directly affects everything that comes after it. We looked at document ingestionAug 19, 2026·22 min read·21
Why Most RAG Systems Fail in Production: The Hidden Architecture Problems Behind AI SearchJul 13, 2026·17 min read·19
Monolith First, Microservices Later: The Architecture Decision That Saves StartupsJul 7, 2026·4 min read·13
Why MCP Is Becoming the Standard Layer for AI IntegrationsAI does not need another model. It needs a standard way to connect models to tools, data, and workflows. That is the problem the Model Context Protocol, or MCP, is trying to solve. It gives AI systemsJun 29, 2026·5 min read·8
Why Your Background Jobs Are Lying to YouMost developers learn background jobs through a deceptively simple mental model: Put a task into a queue. A worker picks it up. The task gets executed. That’s it. At least, that’s what we tell ouJun 23, 2026·7 min read·4
Designing a Real-Time Chat System at ScaleMost developers underestimate how difficult messaging systems actually are. A basic chat demo with WebSockets can be built in a few hours. A production-grade messaging platform like WhatsApp, TelegramJun 15, 2026·9 min read·63
CI/CD for Modern Applications: from manual deployments to reliable delivery pipelinesCI/CD isn't just automation — it's a system for controlling risk in software delivery. This practical guide shows how to design reliable pipelines for frontend (React/Next.js) and backend systems, incJun 10, 2026·7 min read·26
Real-Time Notification Systems Are Harder Than Most Teams Expect (And How to Build Them Right)What you'll learn: Why "just send a WebSocket event" fails in production The exact failure modes and their root causes Concrete patterns for delivery semantics, ordering, and deduplication An operJun 8, 2026·12 min read·135
Why Most AI Products Fail to Build Real Technical MoatsMost AI products don’t fail because the AI is weak. They fail because the product has no moat.May 26, 2026·9 min read·34