dukehoff-decide: Typed, Calibrated Decisions from Small Language Models
Many LLM calls in Java apps are multiple choice. dukehoff-decide answers them with a small local model and returns a typed value with …
Library
Building a GlassPaneBase Control in JavaFX
How to implement a reusable glassmorphism surface in JavaFX using the Control–Skin architecture.
Announcing Vitra – A Modern UI Library for JavaFX
Vitra is a carefully crafted UI library that brings modern controls, Fluent-inspired materials and professional surfaces to JavaFX …
Arcana: One Pure-Java Library for (Almost) Every Archive Format
Arcana extracts ZIP, 7z, RAR 5, zstd, MSI, ISO, DMG and 40+ formats in pure Java 8: no native code, no dependencies, one JAR on Maven …
Announcing BX-WORD: Native Microsoft Word Automation for BoxLang
Every enterprise runs on Word documents. Contracts. RFPs. Proposals. Board reports. Offer letters. HR handbooks. Compliance policies. …
Idempotent Spring Boot: Safe REST with One Annotation
An idempotent Spring Boot starter that replays duplicate requests instead of re-executing them. One annotation, Redis or JDBC, atomic …
Context Is Code: A Tour of APM and AgentRC
Why agent context needs a package manager, what APM gives you, and how AgentRC closes the loop on generation and evals.
Tiberius: A Security Testing Framework for LLM Applications in Java
Tiberius: A Security Testing Framework for LLM Applications in Java How do you write a regression test for a system that is …
Introducing bx-jwt: Enterprise-Grade JSON Web Tokens for BoxLang
JWT authentication is everywhere. But rolling it correctly — with proper algorithm enforcement, key management, clock skew handling, JWE …
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 …