Blog & Insights

    Discover the latest insights, tips, and trends in technology, career development, and interview preparation from industry experts.

    Featured Posts

    Building a Function-as-a-Service Platform: From MicroVMs to Millisecond Metering
    serverless
    microvm

    Building a Function-as-a-Service Platform: From MicroVMs to Millisecond Metering

    A deep dive into building serverless platforms like AWS Lambda: how microVMs provide isolation, snapshots eliminate cold starts, placement algorithms optimize density, and metering systems bill milliseconds accurately, all while running untrusted code from thousands of hostile tenants.

    Naveen R.
    Sep 8, 2026
    20 min
    Building a Real-Time Chat and Voice Platform: A Deep Dive into Discord-Scale System Design
    distributed systems
    real-time communication

    Building a Real-Time Chat and Voice Platform: A Deep Dive into Discord-Scale System Design

    A comprehensive guide to designing a Discord-scale real-time communication platform handling 10M concurrent users, 60K messages/sec, and 2.5M voice users. Covers WebSocket gateways, ScyllaDB message storage, SFU voice architecture, and presence management with zero-allocation optimizations.

    Naveen R.
    Sep 2, 2026
    20 min
    Designing a Ride-Hailing Platform: How I Would Build the Next Uber
    system design
    ride-hailing

    Designing a Ride-Hailing Platform: How I Would Build the Next Uber

    A comprehensive technical deep-dive into building a production-grade ride-hailing platform like Uber. Covers geospatial indexing with Redis Geo, real-time matching algorithms, trip state management, surge pricing with H3 zones, and scaling to 30M daily users with 500K location writes/second.

    Naveen R.
    Sep 2, 2026
    20 min

    All Posts

    All Topics
    serverless
    microvm
    aws-lambda
    cloud-architecture
    faas
    distributed systems
    real-time communication
    system design
    WebSockets
    WebRTC
    ride-hailing
    geospatial indexing
    real-time matching
    social media architecture
    Building a Function-as-a-Service Platform: From MicroVMs to Millisecond Metering
    serverless
    microvm

    Building a Function-as-a-Service Platform: From MicroVMs to Millisecond Metering

    A deep dive into building serverless platforms like AWS Lambda: how microVMs provide isolation, snapshots eliminate cold starts, placement algorithms optimize density, and metering systems bill milliseconds accurately, all while running untrusted code from thousands of hostile tenants.

    Naveen R.
    Sep 8, 2026
    20 min
    Building a Real-Time Chat and Voice Platform: A Deep Dive into Discord-Scale System Design
    distributed systems
    real-time communication

    Building a Real-Time Chat and Voice Platform: A Deep Dive into Discord-Scale System Design

    A comprehensive guide to designing a Discord-scale real-time communication platform handling 10M concurrent users, 60K messages/sec, and 2.5M voice users. Covers WebSocket gateways, ScyllaDB message storage, SFU voice architecture, and presence management with zero-allocation optimizations.

    Naveen R.
    Sep 2, 2026
    20 min
    Designing a Ride-Hailing Platform: How I Would Build the Next Uber
    system design
    ride-hailing

    Designing a Ride-Hailing Platform: How I Would Build the Next Uber

    A comprehensive technical deep-dive into building a production-grade ride-hailing platform like Uber. Covers geospatial indexing with Redis Geo, real-time matching algorithms, trip state management, surge pricing with H3 zones, and scaling to 30M daily users with 500K location writes/second.

    Naveen R.
    Sep 2, 2026
    20 min
    Designing Twitter/X: A Complete System Design Walkthrough
    system design
    distributed systems

    Designing Twitter/X: A Complete System Design Walkthrough

    A comprehensive guide to designing Twitter/X from scratch, covering timeline generation with hybrid fan-out, social graph sharding, tweet storage at 400M tweets/day, real-time search with Elasticsearch, and trending topics detection—handling 150M users and 300K QPS.

    Naveen R.
    Sep 2, 2026
    20 min
    Designing a Large-Scale Video Streaming Platform
    system design
    video streaming

    Designing a Large-Scale Video Streaming Platform

    A comprehensive guide to building YouTube-scale video platforms. Covers transcoding pipelines, adaptive bitrate streaming, multi-language support, and CDN architecture for 200M DAU handling 7 Tbps egress and 5 PB daily uploads with 95%+ cache hit ratios.

    Naveen
    Aug 16, 2026
    20 min
    LLM Memory Compaction: Keeping an Agent's Context Window Healthy
    LLM
    AI Agents

    LLM Memory Compaction: Keeping an Agent's Context Window Healthy

    Memory compaction reduces an agent's context size while preserving critical information. Learn practical strategies like trimming, summarization, tool compaction, and event-based methods to keep agents fast, focused, and cost-effective across long sessions.

    Navneet
    Aug 11, 2026
    9 min