Structured logs, correlation IDs and production debugging Spring Boot Logging Done Right Logs aren’t failing you. Your logging strategy is. Modern systems require structured, contextual, searchable...

When code is cheap, judgment is expensive What Claude Code Actually Chooses 🎯 Featured Article 🧠 What Claude Code Actually ChoosesClaude Code overwhelmingly prefers building over buying — implement...

Spring Boot’s Core, Web, Data, Messaging and Testing Annotations Spring Boot Annotations You Use Every Day At first glance, Spring Boot appears deceptively simple. You add @SpringBootApplication, w...

From package boundaries to prompt caching — engineering in the AI era Package Management Namespaces 🎯 Featured Article 🧭 Package Management NamespacesA analysis of how package managers design namin...

Why Contract-First Design Is Becoming Relevant Again — and SOAP Already Solved It. SOAP in 2026 Choosing between REST, gRPC, GraphQL or SOAP isn’t a personality test. It’s an architectural decision...

[MM’s] Engineering Weekly #47 — Reinventing Foundations in the AI Era From rebuilding Git to rethinking Java, Spring, Kubernetes and AI-native workflows. I made my own git 🎯 Featured Article 🧩 I ma...

[MM’s] Engineering Weekly #46 — One Stack to Rule Them All From “just use Postgres” to modern JVM ergonomics and the agentic future of software It’s 2026, Just Use Postgres 🎯 Featured Article 🏠 It’...

[MM’s] Boot Notes — JUnit Retries: The Good, The Bad and The Flaky Recognizing and managing non-deterministic test failures. JUnit Retries: The Good, The Bad and The Flaky Every developer knows the...

[MM’s] Engineering Weekly #45 — Smaller Artifacts, Smarter Systems From ultra-lean containers to modern JVM tooling, all about efficiency across the stack. I Cut My Docker Image by 99.7% (846MB to ...

[MM’s] Engineering Weekly #44 — Optimizing for Reality, Not Just the Model From algorithms and JVM internals to AI agents and the future of developer work I got paid minimum wage to solve an imposs...