CVE-2026-22738-POC

CVE-2026-22738 — SpEL Injection RCE in Spring AI SimpleVectorStore Unauthenticated remote code execution via Spring Expression Language SpEL injection in SimpleVectorStore.similaritySearch. Affected Versions Artifact| Vulnerable| Fixed ---|---|--- org.springframework.ai:spring-ai-core| 1.0.0 –...

CVE-2026-22730-Scanner

CVE-2026-22730 Scanner & Exploit – Spring AI MariaDB Vector Store SQL Injection A professional security assessment tool for CVE-2026-22730 – a critical SQL injection vulnerability discovered in Spring AI's MariaDB vector store. This tool allows authorised penetration testers and security...

CVE-2026-22738

CVE-2026-22738 Reproduction Environment Vulnerability Description CVE-2026-22738 is a SpEL Spring Expression Language injection vulnerability in Spring AI SimpleVectorStore that can lead to unauthenticated remote code execution RCE. Affected Versions Artifact| Affected Versions| Fixed Versions...

ghidra-copilot

Ghidra Copilot AI-assisted companion for Ghidra. It embeds a chat panel that can answer questions about your current program, suggest next steps, and run small analysis tools directly from the conversation. What It Does Chat inside Ghidra that stays in context with the open program. Tool calls fo...

Spring AI 2.1 Message Parts: Reasoning That Survives the Round Trip

Spring AI: Message Parts Doc | Upgrade Notes | OpenAI Responses Doc | Session Doc Reasoning models do more than think before they answer. They hand part of that thinking back to you and expect to get it back on the next request. Claude signs its thinking blocks. Gemini attaches thought signatures...

Using Your Own Embeddings in Spring AI 2.1

VectorStore.add takes text documents, generates embeddings with the store's configured model, and saves both. Spring AI 2.1 adds upsert for applications that already have embeddings or generate them from images, video, or audio. It accepts documents paired with application-supplied vectors, witho...

Spring Office Hours Podcast: S5E27 - Hugging Face for Java Developers with Pratik Patel

Join Dan Vega and DaShaun Carter for the latest updates from the Spring Ecosystem. In this episode, Dan and DaShaun are joined by Java Champion Pratik Patel to talk about Hugging Face for Java developers. Hugging Face hosts over a million open models, but most Java developers have never used one...

Spring Office Hours Podcast: S5E26 - dev2Next, Native JSON and a Week of New Models

Join Dan Vega and DaShaun Carter for the latest from the Spring ecosystem. We’re back from Dev2Next with a recap. Dan shows off two things he built last week. One is Kiln, a warm new theme for IntelliJ. The other is a set of demos for the JSON API coming to JDK 28. Then we dig into a busy week of...

This Week in Spring - October 13th, 2026

Hi, Spring fans! Welcome to another rip-roarin' installment of This Week in Spring! This one I am writing from beautiful Carmel-by-the-Sea in sunny California's Bay Area, overlooking the Pacific Ocean. As I sit here, I'm enjoying a cup of coffee and bemusedly enjoying the amazing content in this...

This Week in Spring - October 6th, 2026

Hi, Spring fans! It's another exciting week in the wonderful community, and this week I'm writing from awesome Antwerp, Belgium, site of the legendary Devoxx Belgium show. I've been coming here for most years since 2010, and the show is simultaneously new and exciting every year, while also...

Spring AI Modular RAG and TypeSafe Jev: Retrieve More, Keep Only What Answers

Spring AI: RAG Doc | Jev Doc | Demo In the previous article we introduced Spring AI TypeSafe and its Jev model: typed questions in, calibrated numbers out, in a few hundred milliseconds. One row in that article's SPI table deserves its own post. JevDocumentFilter and JevDocumentReranker are...

This Week in Spring - September 29th, 2026

Hi, Spring fans! Welcome to another rip-roarin' and exciting installment of This Week in Spring! We've got a ton of cool stuff to look at this week, so let's dive right into it! an important update on Spring's release practice Speaking of which, we had a slew of releases on the 24th, including...

Spring Office Hours Podcast: S5E24 - Jev, Java and Spring

Jev is a new model from TypeSafe that answers typed questions about your content. You send it some text and the decisions you need. It returns a probability, a choice, or a score instead of a paragraph. That makes it a natural fit for the decisions your code already has to make. Is this ticket...

Spring AI and TypeSafe Jev: Fast, Cheap, Structured Decisions

Reference documentation and GitHub repository We often need quick decision-making components in our AI applications: to pick the next step in a multi-agent system, to evaluate the inputs and outputs of a complex reasoning task, to route a request, to do input ranking and reordering. Those decisio...

This Week in Spring - September 15th, 2026

Hi, Spring fans! Welcome to another rip-roarin' installment of This Week in Spring! I'm writing this to you from sun-kissed San Francisco, CA, sipping some coffee and watching the bay from my breakfast nook. What a wonderful day! A wonderful day in which to learn about the latest and greatest in...

Denial Of Service (DoS)

Spring AI is vulnerable to Denial of Service DoS. The vulnerability is due to the MCP Streamable HTTP server transport retaining an unbounded number of unauthenticated sessions, which allows a remote attacker to exhaust server memory over time and ultimately cause a denial of service affecting...

RediSearch Injection

Spring AI is vulnerable to RediSearch Injection. The vulnerability is due to RedisChatMemoryRepository.findByMetadata using unsanitized metadata values in RediSearch queries, allowing an attacker to inject RediSearch syntax and retrieve chat messages across conversations...

Spring Office Hours Podcast: S5E22 - Live from KCDC

Join Dan Vega and DaShaun Carter for the latest updates from the Spring Ecosystem. In this episode, Dan and DaShaun broadcast live from the Kansas City Developer Conference, one of the largest community driven developer events in the country. Expect conference highlights, hallway track...

Cache Leakage

Spring AI is vulnerable to cache leakage. The vulnerability is due to the context hash used in the Semantic Cache support to isolate cached responses between different system prompts, where the hash may not provide sufficient separation and attackers can cause cached responses from one context to...

This Week in Spring - September 8th, 2026

Bonjour a tout le monde! Welcome to another rip-roarin' installment of This Week in Spring! It's a fabulous and fun day here in Paris, France, as I wait to board the train to Amsterdam for the IntelliJ IDEA conference! It's going to be amazing. We've got another incredible week's roundup to dive...