Real-Time Fraud Detection in Java with Kafka Streams and Vector Similarity
How Java, Kafka Streams, and MongoDB vector search combine to catch fraud in real time, from rule-based guardrails to behavioral similarity …
Machine Learning
One Base URL, Many Coding Agents: What an OpenAI-Compatible Gateway Looks Like From java.net.http
Somewhere in every coding agent there is an HTTP client. Claude Code, Codex, Cursor, Cline, OpenCode: strip away the terminal UI or the …
“Commit created” — but it isn’t: why the agent’s word needs external verification, and what the mistake costs
A detailed report reads like proof. The agent lists the files it touched, names the branch, quotes a commit hash, adds a test count and …
998 viewsHow to Create a Spring Boot Fraud Scoring Service
Most Java teams who want a machine learning model in production end up standing up a Python service and calling it over HTTP. That works, …
JC-AI Newsletter #16
Over the past two weeks, the field of artificial intelligence has continued its remarkable pace of advancement. As AI becomes increasingly …
"Agentic" Was Everywhere at Money20/20 Amsterdam
Can an agent initiate a payment, decline a loan, or file a compliance report in a way that's deterministic enough to defend?
Explore Spring AI SDK - Amazon Bedrock AgentCore - Part 1
Learn how to use Spring AI SDK with the Amazon Bedrock AgentCore to build scalable AI-powered applications.
JC-AI Newsletter #15
Over the past two weeks, the field of artificial intelligence has continued its remarkable pace of advancement. As AI becomes increasingly …
JC-AI Newsletter #14
Two weeks have passed and a lot have been happening on the field of artificial-intelligence. Two weeks have passed and a lot has been …
From “Crypto AI” to general AI: Do AI agents dream of electric langoustines?
x402, ERC-8004, A2A, and The Next Wave of AI Commerce: Do AI Agents Dream of Electric Langoustines? A Blade Runner riff for a world where …