AJaiCodes

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AJaiCodes

AJaiCodes

@ajaicodes

Katılım Temmuz 2013
531 Takip Edilen44 Takipçiler
AJaiCodes
AJaiCodes@ajaicodes·
Sub-millisecond pause times aren't a myth anymore. ⚡️ JDK 21 brought massive improvements to ZGC and Shenandoah. If you're still on default settings, you're leaving performance on the table. My deep dive into G1, ZGC & Shenandoah is live: ajaicodes.com/articles/java-… @java #JVM #JDK
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AJaiCodes
AJaiCodes@ajaicodes·
Integrating LLMs into Java? Don't call vendor APIs directly. Spring AI gives you ChatClient, RAG, vector stores & guardrails — all inside your existing Spring Boot service. Swap providers without rewriting code. That's the architectural edge.🧵ajaicodes.com/articles/sprin… #SpringAI
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AJaiCodes
AJaiCodes@ajaicodes·
What nobody tells you about LLMs in prod: 💸 Token usage = real money at scale 🔀 Model drift after provider updates ⏱ Latency that breaks your SLA assumptions 🔒Vendor lock-in hiding in your HTTP client Spring AI's abstraction layer protects you from all four.
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AJaiCodes
AJaiCodes@ajaicodes·
Every Java team is being asked the same question right now: "When are we adding AI to our services?" Here's how to do it without losing your sanity. 🧵
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AJaiCodes
AJaiCodes@ajaicodes·
DJL isn't just for demos. Spring Boot REST API → DJL → PyTorch model Batch jobs. Streaming inference. GPU acceleration. Enterprise-grade ML inside your existing Java microservices.
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AJaiCodes
AJaiCodes@ajaicodes·
Java devs have been told for years: "ML? That's Python territory." That's no longer true. 🧵
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AJaiCodes
AJaiCodes@ajaicodes·
If you work in Java/Spring and are exploring AI integration, this may be useful.
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AJaiCodes
AJaiCodes@ajaicodes·
AI isn’t just a Python story anymore. The JVM ecosystem is rapidly evolving for enterprise AI. Here’s what’s happening 👇
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AJaiCodes
AJaiCodes@ajaicodes·
If you work in Java/Spring and are exploring AI integration, this may be useful.
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AJaiCodes
AJaiCodes@ajaicodes·
Python may train most AI models… but Java is increasingly running them in production. The JVM ecosystem is rapidly evolving with tools like Spring AI, LangChain4j, and ONNX Runtime. I explored how Java is becoming a serious AI platform 👇 ajaicodes.com/articles/java-…
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