Your agents don't need an LLM to negotiate
A manager hands a job to one of three workers, and nothing in the program calls a model. It explains the protocol, and what doesn't survive …
Design Patterns
Jakarta Faces, Java Web Framework, Stateless Edition: Marketplace AliFaces
A Fully Stateless Jakarta Faces Marketplace with Server-Side Rendering — No HttpSession, No Saved ViewState, No Sticky Sessions (see the poc …
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 …
BoxLang 1.14.0: BoxSet is Here, BoxLang's New First-Class Set Type
BoxLang 1.14.0 ships BoxSet: a native Set type with literal syntax, union/intersection operators, functional pipeline, and deep Java …
BoxLang 1.14.0: Introducing Inner Classes
BoxLang has always embraced a simple truth: the way you organize code shapes the way you think about problems. For a long time, if you …
Context Is a Budget — Reducing Token Usage in AI-Assisted Development
Eight levers and three workflow patterns that pay for themselves in a week.
JC-AI Newsletter #13
Two weeks have passed, and it is time to present a new collection of readings that may shape developments, utilization or ideas in the field …
BoxLang 1.10.0: Functional Arrays, Elegant Loops & Distributed Locking
We're excited to announce BoxLang 1.10.0, a feature-packed release that brings powerful functional programming capabilities, elegant loop …
JC-AI Newsletter #12
First of all, Happy New Year 2026! This year is designated in the Chinese Calendar as the Year of the Fire Horse (starting on February 17.). …
JC-AI Newsletter #11
Fourteen days have passed, and it is time to present a fresh collection of readings that could influence developments in the field of …