Excited to share that as of today, I am joining the Spring AI team (@spring-ai.bsky.social) to work on Spring AI 2.0 and future versions. I will continue to be part of the Spring Framework team and will split my time between the 2 projects. #spring #ai #java

🚀 Spring AI 2.0.0-M2 is here! ✨ Highlights: - Anthropic Custom Skills support, - Null-safe API with JSpecify, - New vector stores: S3, Infinispan, Bedrock KB, - Redis Semantic Cache, - Structured outputs for Mistral AI & Ollama, - MCP SDK 0.17.2 and bug fixes spring.io/blog/2026/01...

If AI agent drops steps on complex tasks, add TodoWriteTool-a #SpringAI tool that enables LLMs to create, track, and update task lists during execution. It transforms implicit planning into explicit, trackable workflows. 📖Blog: spring.io/blog/2026/01... #Java #AI

#SpringAI AskUserQuestionTool - AI agents that ask clarifying questions before answering, gather requirements interactively, and create a specification aligned with your actual needs 📖Blog: spring.io/blog/2026/01... #AI #Java #Agent @spring-ai.bsky.social

Great to see the "really really popular" MCP Java SDK get a shoutout from MCP co-creator David Soria Parra during the #MCPDevSummit keynote. Kudos to Christian Tzolov (@tzolov.bsky.social), @dsp_, and the whole community for building something special together! #MCP #Java #OpenSource

To learn how Spring AI can help you with that, check out my book. Follow this link for 50% off (thru 11/27): mng.bz/9oQq

Self-Improving AI Agents with #SpringAI Recursive Advisors - enabling iterative AI workflows that can loop, validate and retry until goals are achieved Think of observable tool calling, evaluations, validation... agentic loops. Find more: spring.io/blog/2025/11...

🤖⚖️ LLM-as-a-Judge with #SpringAI Evaluating LLM output is challenging. Traditional metrics fall short, and human evaluation doesn't scale. LLM-as-a-Judge uses LLMs to evaluate AI-generated content, matching human judgment 📖 spring.io/blog/2025/11... 🛠️ github.com/spring-proje...

JSON is the go-to format for LLM tool responses, but alternatives like TOON, XML, CSV, YAML can potentially improve token efficiency and performance. Find how to configure #SpringAI tool responses formats and optimize for your use case: spring.io/blog/2025/11... @spring-ai.bsky.social

Bringing Agent Skills to Java and #SpringAI 🚀 Modular, reusable capabilities for your AI agents -discovered at startup, loaded on demand. Portable across any LLM. Inspired by & compatible with Claude Code Skills. Part 1 of the Agentic Patterns series: spring.io/blog/2026/01... @spring-ai.bsky.social

Prepare your documents for RAG and GenAI applications using Docling Java and Spring AI 🍃 Learn to build a Retrieval Augmented Generation system in Java using Spring AI and Docling for advanced, privacy-focused document processing. www.thomasvitale.com/rag-docling-...

🎉As 2025 comes to a close, I'm taking a moment to reflect on an extraordinary year of innovation with Spring AI - From MCP integration to agents, explainable AI, token optimization, ... Read the full story 👇 www.linkedin.com/pulse/2025-y...

The Java Champions Conference will take place online and it’s free to attend. I’ll be presenting about Modular RAG Architectures with Java and Spring AI. ☕️ Conference: jchampionsconf.com 📹 YouTube: www.youtube.com/@JChampionsC... 🎟️ Free Tickets: www.eventbrite.com/e/jchampions...

🤖Spring AI 2.0 M1 is here which is now built on Spring Boot 4 and Spring Framework 7. New in this release: - Redis chat memory (persists across restarts) - Anthropic citations + skills API - Official OpenAI SDK - Google GenAI & Gemini Enhancements youtu.be/daPwd4DnEfA

🤖 Building AI agents? You can capture WHY the LLM makes decisions—not just what it decides. #SpringAI's Tool Argument Augmenter captures LLM reasoning alongside tool calls—useful for building memory-enhanced agents. No tool modifications needed! 📖 spring.io/blog/2025/12...

🎉 Exciting news! Spring AI 2.0.0-M1 is out! First milestone of the 2.x series with Spring Boot 4 & Framework 7, upgraded integrations (OpenAI, Google GenAI & Anthropic), Redis chat memory, vector store improvements, MCP updates & more! spring.io/blog/2025/12...

#SpringAI Tool Search Tool - Build smarter AI apps that discover tools when they need them 📖 Blog: spring.io/blog/2025/12... 🔗 GitHub: github.com/spring-ai-community/spring-ai-tool-search-tool ✅ On-demand tool discovery ✅ Multiple LLMs ✅ 34-64% token savings @spring-ai.bsky.social

🚀 Spring AI 1.1.1 is out! Includes OpenAI Java SDK integration, native chat client structured output support, Claude Skills API integration, Google Gemini integration improvements, MCP improvements, other bug fixes and enhancements: spring.io/blog/2025/12...

🚀 Exciting news: Spring AI 1.1.0 GA is here! A major update with enhanced MCP support, prompt caching, model integrations, advanced AI advisors, vector stores, chat memory, observability enhancements, and 850+ improvements, bug fixes, and updates. 👉 spring.io/blog/2025/11...

🚀Excited to share Spring AI 1.1.0-RC1 is available now. This includes OpenAI reasoning support, MongoDB chat memory, Ollama “thinking” mode, event-driven caching updates for MCP tools, bug fixes and other enhancements. Try it out as we get closer to GA -> spring.io/blog/2025/11...

🚀 Spring AI 1.1.0-M4 is here: 🧠 MCP Java SDK update to 0.15.0 🔁 Recursive Advisor Execution allowing multi-step AI workflows 📚 Anthropic Citations API ⚡ AWS Bedrock Prompt Caching 🗄️ Oracle ChatMemory Support, bug fixes and improvements. Dive in 👉 spring.io/blog/2025/11...

🚀 Spring AI team is excited to announce Spring AI Agents & Spring AI Bench: - Spring AI Agents: a consistent interface for invoking autonomous CLI-based agents. - Spring AI Bench: open benchmarking suite for Java-centric AI developer agents. spring.io/blog/2025/10...

🚀 Excited to share that Spring AI now has its own community-driven GitHub org! A dedicated hub where the community can incubate projects, contribute integrations, and shape the future of AI using #SpringAI. Explore & get involved 👉 spring.io/blog/2025/10...

At the MCP Dev Summit keynote, David Soria Parra (MCP co-creator) called out the MCP Java SDK - "really really popular"! Grateful to be part of it. Shoutout to @thedsp.bsky.social and the #MCP & @spring-ai.bsky.social communities for building something special together! 💚

🚀 Spring AI 1.1.0-M3 is live! Packed with #MCP enhancements, resource template management, improved security documentation, Azure Cosmos DB Chat Memory, Anthropic Prompt Caching, Mistral AI improvements. More on this blog: spring.io/blog/2025/10...

🚀 Spring AI 1.0.3 is here! Packed with 27 enhancements, stability fixes, and improved docs. Highlights: Streaming & ToolCalling, AOT compilation, developer experience improvements. More details on this blog: spring.io/blog/2025/10...

Spring AI 1.1.0-M2 released! • Enhanced MCP support (Java SDK v0.13.1) • Google GenAI integration enhancements • ZhipuAI integration improvements • Mistral OCR API integration • Anthropic cache management • API consistency, improvements & bug fixes More details here: spring.io/blog/2025/09...

🌟Spring AI 1.0.2 is out now! Packed with stability improvements & fixes — including GPT-5 support, MariaDB vector similarity, Kotlin data class schema, better null safety, and updated docs. 🔧📚 Check out the full release 👉 spring.io/blog/2025/09... #SpringAI #Java #GenerativeAI

Connect Your #AI to Everything with #SpringAI's new #MCP Boot Starters and Java Annotations. This intro blog demonstrates building both MCP Servers and Clients, showcasing basic and advanced MCP features 👉 spring.io/blog/2025/09... @spring-ai.bsky.social

Spring AI 1.1.0-M1 is here! Featuring: • Comprehensive MCP integration including the support for Streamable HTTP client & server transports • New MCP annotations framework • Google GenAI SDK integration • Anthropic Claude prompt caching and more spring.io/blog/2025/09...

We’re excited to announce the general availability of Spring AI 1.0 GA! 🎉 A big thank you to everyone who contributed to making this release possible. 📢 Check out the release blog: spring.io/blog/2025/05...

Spring AI 1.0.0-M5 is out! 🥳 Lots of new features and improvements: Modular RAG, Kotlin support, Multimodality, MCP, new Models and Vector Stores ...

SpringAI 1.0.0-M4 Release - Amazon Bedrock Converse API integration - Tool/Function Calling: turn any java.util.Function & Java Method into a function callback endpoint; Added support for TooContext function parameter - Advanced and Modular RAG (preview) - Kotlin support ...