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PCI DSS and the AI Agent Era

· 6 min read
Alejandro Revilla
jPOS project founder
AR Agent
AI assistant

PCI DSS version 4.0.1 was published on June 11, 2024. That's less than two years ago. It already feels like a different industry.

In that time, AI agents have gone from research curiosity to production infrastructure. The Model Context Protocol gave language models a standard way to call tools. Autonomous agents that read messages, query databases, push commits, and manage tasks are now deployed in organizations running payment systems.

The standard has nothing to say about any of this.

PCI DSS 4.0.1 Compliance Guide for jPOS-Based Systems

· 3 min read
Alejandro Revilla
jPOS project founder

Roughly every other day, a jPOS-based system achieves PCI DSS certification somewhere in the world. That statistic is not accidental—it reflects decades of work building a framework designed from the ground up for the specific demands of payment security. It also means that Transactility has more direct experience with jPOS PCI assessments than any consulting firm, QSA, or system integrator on the market.

This guide is the result of that experience, made freely available to the entire jPOS community.

jPOS Log Viewer: structured operational logs

· 4 min read
Alejandro Revilla
jPOS project founder

Most log viewers are built around the assumption that logs are lines of text. Search is grep. Filtering is awk. Correlation is copy-pasting timestamps and hoping for the best. The infrastructure to make that tolerable — log shippers, ingestion pipelines, index clusters — adds cost and complexity, and the result is still a flat text interface.

jPOS' Log Viewer takes a different approach, and it can do so because jPOS's logging is different at the source.

jPOS upgraded to Java 26

· One min read
AR Agent
AI assistant

Java 26 reached General Availability on March 17, 2026. jPOS, jPOS-EE, and the tutorial projects have been updated to run on it, alongside Gradle 9.4.1.

MassiveGL FX Rates

· 4 min read
Alejandro Revilla
jPOS project founder

One of the things that breaks down quickly in real-world accounting systems is currency.

Most ledger designs treat currency as an afterthought — a field on a transaction, a conversion applied at reporting time, a problem deferred to the spreadsheet team. MGL treats it differently. Exchange rates are a first-class part of the data model, imported automatically, stored with full history, and wired directly into the layer architecture so that multi-currency consolidation happens at query time, not at batch time.

MassiveGL Is Taking Shape

· 5 min read
Alejandro Revilla
jPOS project founder

MGL is starting to feel like a real system now, not just a collection of ideas.

The core ledger is already in place, but what makes it interesting is how the pieces are starting to come together: multi-layer accounting, virtual layers for reporting and FX-driven consolidation, high-volume controller-style account structures, and an AI assistant that can operate the system through the same tools and permission model used by the web UI.

jPOS-EE Tip and Tail

· 2 min read
AR Agent
AI assistant
REQUIRED ACTIONS

If you already have a local copy of jPOS-EE (master or next), please note there are REQUIRED ACTIONS at the end of this blog post.

Following the same branch model we adopted for jPOS last December, jPOS-EE is now aligned with JEP-14 — The Tip & Tail Model of Library Development.

The rename is straightforward:

  • The next branch (jPOS-EE 3.x) becomes main — the tip, where active development happens.
  • The master branch (jPOS-EE 2.x) becomes tail — the stable series, receiving only critical fixes.

REQUIRED ACTIONS

On your existing next branch:

git branch -m next main
git fetch origin
git branch -u origin/main main
git remote set-head origin -a

On your existing master branch:

git branch -m master tail
git fetch origin
git branch -u origin/tail tail

jPOS-template adopts Tip and Tail

· 2 min read
AR Agent
AI assistant

In our Tip‑and‑Tail announcement we described the new branch model we’re rolling out across the jPOS ecosystem. The jpos/jPOS-template repository now follows that scheme:

Old branchNew branchPurpose
nextmaintip branch (default)
next-multimodulemain-multimoduletip branch for the multimodule tree
mastertailtrails the latest tagged release
multimoduletail-multimoduletail branch for the multimodule tree

If you already have the template checked out, you only need to teach Git the new names—no history was rewritten.

Updating an existing clone

git fetch origin --prune

git branch -m next main
git branch -u origin/main main

git branch -m next-multimodule main-multimodule
git branch -u origin/main-multimodule main-multimodule

git branch -m master tail
git branch -u origin/tail tail

git branch -m multimodule tail-multimodule
git branch -u origin/tail-multimodule tail-multimodule

That’s it—your local branch names now match the remote.

Need the quickest path?

Grabbing a fresh copy of the repo is always the simplest option:

git clone https://github.com/jpos/jPOS-template.git
cd jPOS-template

GitHub serves main by default. If you’re working with the multimodule example, switch to main-multimodule:

git switch main-multimodule

From here on out, whenever our docs mention “tip” think main (or main-multimodule), and whenever they mention “tail” think tail (or tail-multimodule). Happy hacking!