Shinde Aditya
Shinde Aditya
retardmaxxing
Transmissions
Approximate Nearest Neighbor (ANN) Search Internals
Complete systems engineering deep dive into Approximate Nearest Neighbor (ANN) vector search. Learn how HNSW graph routing, Product Quantization (PQ), SIMD kernels, and DiskANN work under the hood.
Scaling "Reasoning" Models: Infrastructure for o1-Class LLMs
Analyzing the infrastructure shifts required for inference-time compute models like OpenAI o1. Managing TTFT, token economics, and hybrid routing.
Modern System Architecture: Microservices Blueprint
A side-by-side Mermaid diagram comparing a traditional monolithic application with a decomposed microservices architecture.
System Design Interview Blueprint: The 10,000 Foot View
A comprehensive Mermaid architecture diagram mapping out the core components of a scalable system for system design interviews.
Database Schema Design for Scalable Applications
An Entity-Relationship (ER) diagram showcasing an advanced, scalable database schema including indexing and normalized tables.
Infrastructure as Code (IaC): Modern Deployment Architecture
A blueprint showing how Infrastructure as Code (Terraform) maps declarative code to cloud resources, orchestrating VPCs, containers, and RDS.
Google OAuth 2.0 Flow: Visual Architecture
A highly detailed sequence diagram mapping the exact steps of the Google OAuth 2.0 flow: Client to Auth Server to Resource Server.
Production-Ready AI: From Prototype to Enterprise RAG
A comprehensive guide on taking Retrieval-Augmented Generation (RAG) systems to production, covering routing, hybrid search, and reranking.
Stream Processing: Real-Time Analytics at Scale
Discover how modern architectures use Apache Flink and Kafka Streams for real-time analytics, avoiding the pitfalls of batch processing.
The Distributed Saga Pattern: Transactions in Microservices
Master the Distributed Saga Pattern. Learn the differences between Orchestration and Choreography for managing microservice transactions.