BEFORE 2024
A decade in critical systems
- Enterprise architectures for banking, financial services, healthcare and education.
- High-availability production deployments.
- Banking system migrations in production.
~10YEARS OF EXPERIENCE
PUBLIC TRACK RECORD
Fararoni since May 2024.
We did not ride the wave. Every date on this page can be checked: public commits, articles and videos, with their original dates.
20 May 2024
FIRST PUBLIC COMMIT
8 months
BEFORE DEEPSEEK-R1
15 days
FROM R1'S RELEASE TO RUNNING IT LOCALLY
THE STARTING POINT
We did not start from scratch in 2024.
When we wrote Lux's first commit, we already had a decade of building systems where failure is not an option.
SINCE 2024
The same discipline, applied to AI
- AI that runs on your infrastructure, not on a third party's cloud.
- Every component is tested the way a banking system is tested.
- More than 10,000 tests and external SAST + SCA review.
12+YEARS OF EXPERIENCE
That is why Fararoni is built on one fixed idea: if it cannot handle production, it is not ready.
Timeline
Fararoni's workMarket context
20 MAY 2024
CODE
Lux's first commit
An AI assistant on Google's Vertex AI, with an Angular 17 frontend. It is the seed of today's Fararoni: agents connected to your own architecture.
commit «initial commit» · 20/05/2024 17:33 (UTC−6)
See the repository on GitHub →JUN–AUG 2024
DEMO · GOOGLE DEVELOPER PROGRAM
Voice AI tutor for the Google Developer Competition
End-to-end speech recognition and natural language processing: Angular 17 in front, Java 17 with Spring Boot and reactive WebFlux behind, Google Cloud's Vertex AI and Speech-to-Text.
See the experience on LinkedIn →12 AUG 2024
CODE
mentor-doctor backend published, with a licence
The tutor's Java backend goes public and both repositories get their licence the same day.
commit «Time Origin for google competition» · 12/08/2024 16:56 (UTC−6)
See the repository on GitHub →20 JAN 2025
MARKET CONTEXT
DeepSeek releases R1
An open reasoning model that, days later, shook the tech stock market. By then, Lux had already been on GitHub for eight months.
DeepSeek's official announcement →4 FEB 2025
DeepSeek-R1 running 100% locally, on a reactive architecture
Fifteen days after its release, we published a working implementation: Java 21 with Spring WebFlux, Angular 18 with RxJS and the model served with Ollama on standard hardware. Without sending a single byte to the cloud.
BACKEND
Java 21 · WebFlux
FRONTEND
Angular 18 · RxJS
MODEL
DeepSeek-R1 · Ollama
9 JUL 2025
ARTICLE · LINKEDIN
Enterprise intelligence platform with multimodal RAG
Voice or text queries over a company's documents, deployed locally so the data never leaves the building: Whisper, Sentence-BERT, Weaviate and DeepSeek.
18 MAR 2026
Fararoni goes public
An AI ecosystem that runs on your own infrastructure: Java 25 and GraalVM, NATS as the event bus, WhatsApp and Telegram integration and every step traceable. Protocols and plugins are released under Apache 2.0.
21 MAR 2026
ARTICLE · DEV.TO
From an 8 GB laptop to global clusters
How Fararoni's agents scale without giving up data sovereignty: a hybrid architecture that sends simple work to light models and complex reasoning to larger ones.
15 APR 2026
ARTICLE · DEV.TO
Zero-trust guardrails against destructive hallucinations
A hybrid kernel in Java 25 that stops an agent from carrying out harmful actions even when the model gets it wrong.
18 AUG 2026
ARTICLE · DEV.TO AND LINKEDIN
A 27B model running in your office
No cloud and no monthly API bill: what it means for businesses in Mexico and Latin America to run a large model on their own hardware.
TODAY
IN PRODUCTION
Sovereign AI that works in production
More than 10,000 automated tests, more than 40 modules and external SAST + SCA review. Measured in September 2026.
3 NOV 2026
COMING · PLANNED DATE
Fararoni OS preview launch
A public video presentation: the full platform in action, with web interface, WhatsApp and Telegram, running on your own infrastructure.
Let me know about the launch →
CHECK IT YOURSELF
Everything you see here has a public date. If you cannot verify one of them, write to us.
Dates taken from original commits, posts and videos.