API Design — REST, gRPC & GraphQL
A complete guide to API design — REST principles, gRPC, GraphQL, pagination, rate limiting, idempotency, versioning, security, API gateway patterns, and production observability. Beginner through senior depth.
A complete guide to API design — REST principles, gRPC, GraphQL, pagination, rate limiting, idempotency, versioning, security, API gateway patterns, and production observability. Beginner through senior depth.
In-depth guide to caching strategies including cache-aside, write-through, write-behind, eviction policies, cache stampede prevention, hotkeys, Redis data structures, and multi-level caching.
Comprehensive guide on Change Data Capture (CDC), detailing how it works, alternatives comparison, implementation patterns with Debezium and Spring, and deep dives for senior engineers.
A detailed collection of real interview questions and answers from a Cognizant Java Developer interview for a candidate with 3 years of experience. Covers Spring Boot, Microservices, Performance Optimization, and System Migration.
Comprehensive collection of operating systems interview questions with detailed answers, covering all major topics from processes to Linux internals.
A comprehensive question bank for system design interviews covering classic system design problems, behavioral questions, and discussion frameworks for FAANG-level interviews.
Comprehensive guide on Command Query Responsibility Segregation (CQRS) and Event Sourcing, detailing architecture, implementation patterns, comparisons with alternatives, and deep dives for senior engineers.
A complete guide to database connection pooling — how connections work, pool mechanics, HikariCP tuning, pool sizing formulas, failure modes, PgBouncer, RDS Proxy, and production observability. Beginner through senior depth.
A comprehensive guide to the Dead Letter Queue (DLQ) pattern — covering poison pill handling, retry strategies, alternatives comparison, AWS SQS / Kafka / RabbitMQ implementations, and production deep dives for senior engineers.
A comprehensive guide covering real technical interview questions and answers from a Deloitte Java Developer interview (4 years experience). Covers Core Java, Concurrency, Spring Boot, Microservices, and System Design.
Senior-level guide to Elasticsearch cluster engineering — covering memory management, the 32GB JVM heap boundary, Zen2 discovery, write/search optimization, and ILM.
Senior-level patterns for storing and delivering large binary objects (images, videos). Covers object storage mechanics, chunked uploads, CDN delivery, and presigned URLs.
A comprehensive list of technical interview questions and answers from a real HashedIn (Deloitte) Java Developer interview for an SWE-2 role (2-5 years experience).
Deep dive into database indexing mechanisms — covering disk I/O, B-Trees, hash indexes, composite index design, geospatial indexing, inverted indexes, EXPLAIN analysis, and Spring/JPA performance.
A comprehensive overview of the ELK Stack (Elasticsearch, Logstash, Kibana) and Beats — covering roles, system architecture, data flow, and primary use cases.
An in-depth, highly detailed breakdown of a Senior Java Developer interview covering advanced Spring Boot, architectural migrations, database decoupling, and JVM memory concepts.
A comprehensive guide comparing Apache Kafka's legacy ZooKeeper architecture with the modern KRaft (Kafka Raft) metadata mode — covering internal mechanics, failure scenarios, migration strategies, and production deep dives for senior engineers.
A complete guide to managing async long-running operations — from the core async job pattern for beginners to task state machines, worker reliability, distributed scheduling, SSE/WebSocket progress, and production observability for senior engineers.
A comprehensive list of technical interview questions and answers from a real Nagarro Java Developer interview for a candidate with 3 to 5 years of experience.
Comprehensive compilation of the most common networking interview questions across all topics, organized by category and difficulty.
A detailed collection of real technical interview questions and answers from an Oracle Senior Java Backend Developer interview (5 years experience). Covers System Design, Spring Boot, Microservices, and Core Java.
A detailed collection of real interview questions and answers from a Paytm Java Developer interview for a candidate with 3 years of experience. Covers Spring Boot, WebFlux, Architecture, and Code Snippets.
The **System Design phase** translates approved requirements into a detailed technical blueprint. It defines the architecture, component interactions, data.
A comprehensive guide to proximity search and geospatial indexing — covering spatial trees, encoded key indexes, production Java/Spring implementation, and senior deep dives on trade-offs and failure modes.
A comprehensive guide to the Raft Consensus Algorithm — covering leader election, log replication, safety guarantees, and how it is implemented in Apache Kafka's KRaft metadata mode.
A complete guide to rate limiting — from beginner fundamentals to senior-level distributed design. Covers all algorithms, Redis implementations, decision frameworks, failure modes, and production patterns.
A comprehensive guide to rate-limiting algorithms, including Token Bucket, Leaky Bucket, Fixed Window, Sliding Window Log, and Sliding Window Counter. Covers workflow mechanics, trade-offs, and distributed scaling.
A massive compilation of real-time, tricky, and scenario-based Spring Boot interview questions. Covers Microservices, Security, Performance, Caching, and Deployment.
A comprehensive guide comparing reverse proxies, load balancers, and API gateways — their differences, internal mechanics, architectural roles, alternatives, and production deep dives for senior engineers.
A complete guide to the Saga Pattern — from real-world analogies for beginners to choreography vs orchestration internals, compensating transactions, idempotency, state machine design, and failure recovery for senior engineers.
A structured, step-by-step framework for approaching any system design interview question. Covers requirements gathering, estimation, high-level design, deep dives, and common pitfalls.
A comprehensive knowledge base for system design patterns, architectural principles, scalability strategies, and interview preparation for software engineers.
A complete guide to the Transactional Outbox Pattern — from the Dual-Write problem for beginners to CDC vs polling internals, at-least-once guarantees, ordering semantics, and production monitoring for senior engineers.
A comprehensive guide to Two-Phase Commit (2PC) and Three-Phase Commit (3PC) — from real-world analogies for beginners to WAL internals, failure modes, and XA implementation for senior engineers.
A detailed collection of real interview questions and answers from a Walmart Java Developer interview. Ideal for candidates with 3+ years of experience, covering DSA, Core Java, System Design, Spring Boot, and Kafka.
The final week! Synthesize all DSA patterns, map abstract data structures to real-world Java backend systems, and master technical interview communication.