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Here's the mechanism, before the war story: every EntityManager keeps a first-level cache, an identity map of every entity it's touched in the current
When you're chatting with an AI agent, two things go wrong most often: the model produced an answer you don't want, or the model stopped too early and
This few days i gotten back to phrototype. Because i felt like phrototype already work like initial system i trying to rebuild. By the way, I tried to
Struggling with DOC to PDF conversion in Java without fiddling with native libraries? In this guide we walk through a cloud‑based, command‑line solut
When I set out to build CropCare — a full-stack platform that helps farmers detect crop diseases and get support — the hardest part wasn't the AI or t
Published 2026-08-23 by Shubham Bhati — Backend Engineer (Java 17, Spring Boot, Microservices). Java Stream API Cheatsheet: 20 Patterns
A curl to /actuator/env on a Spring Boot backend with default configuration can return environment variables, system properties, and — in some version
Un curl a /actuator/env en un backend Spring Boot con configuración default puede devolver variables de entorno, propiedades del sistema y —en algunas
JAVA OOPS CONCEPTS │ ├── 1. Class ├── 2. Object ├── 3. Encapsulation ├── 4. Inheritance ├── 5. Polymorphism └── 6. Abstraction 1. Class Blueprint fo
Last week a tweet went viral claiming that people complaining about LLM-generated bloat would "eat crow" once everything gets rewritten in hand-optimi
If you run a Java app that talks to AWS, there's a change coming on November 1, 2026 that will quietly alter how your services behave under partial fa
Corretto's 18 August 2026 out-of-band patch: only Java 8 changes its update number Summary. On 18 August 2026 Amazon published a critical s
I ran the same query 10,000 times: almost 2 seconds of database work for an answer that never changed. The database did not fail. I just kept
For Three days I was struck on running my Cart endpoints.Everything seems correct. But the Error on running the endpoint was : { "success": false
You did everything the durability docs told you to. acks=all. Replication factor 3. You even remembered min.insync.replicas. Then a broker failover at
Published 2026-08-20 by Shubham Bhati — Backend Engineer (Java 17, Spring Boot, Microservices). Java Stream API Cheatsheet: 20 Patterns Every Bac
Enterprise Content Management becomes much more powerful when documents are connected to automated business processes. A typical enterprise flow migh
One of the best moments when learning electronics is seeing your first LED blink. It's a simple experiment, but it represents the bridge between softw
Last month I was building out my own AI agent infrastructure, the side project where I run a few agents that research, draft, and publish content. The