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The Copilot Era Is Ending: Engineering for Autonomous Coding Agents

 Towards AI

The uncomfortable transition from “suggest a line” to “complete a task” is already changing how software gets built. The missing piece is not a better prompt. It is an engineering system designed for...

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Beyond Prompt Engineering: Designing Multiagent Conversational Architecture.

 Level Up Coding

Microsoft, Anthropic, and LangGraph all describe the same five ways to coordinate AI agents under different names. Here’s a guide on each… Continue reading on Level Up Coding

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Deconstructing Thread Safety in Spring Boot: From JVM Memory Models to Database Transactions

 Level Up Coding

Most of the articles about Spring and Thread Safety contains some version of this sentence: “A request thread can observe a partially updated of some object X”. Here can is important as it signifies s...

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