Context vs Prompt Engineering: The Evolution from Instructions to Intelligence

Exploring the shift from prompt engineering to context engineering in AI systems, understanding context rot, and why managing context is becoming more critical than crafting prompts.

August 31, 2025 · 11 min · Jatin Bansal

StampedLock: How to Use Locks with Near Lock-Free Reads in Java

Learn how Java’s StampedLock enables near lock-free reads with optimistic locking, why it’s useful for virtual threads and read-heavy workloads, and how to use it safely.

July 5, 2025 · 5 min · Jatin Bansal

Scaling PostgreSQL Databases with Spring Boot: A Journey into Application-Level Sharding

Learn how we scaled PostgreSQL to handle millions of inserts per hour using application-level sharding with Spring Boot, combining table partitioning and host-level sharding for robust performance.

September 5, 2023 · 5 min · Jatin Bansal