Portrait of Andrés Contreras Guillén

Orange, California · Madrid

Technologist and entrepreneur.

I build companies, and the software they run on, where AI meets financial services.

  • CTOSignature Management Consultants
  • FounderFirefly Software
  • FounderFirefly Software Foundation
Scroll to begin the journey
  1. Prologue

    Sixteen years ago I founded my first company.

  2. Many more followed. Along the way I kept writing the software myself, and kept it in the open.

  3. Today that work shines as three star systems on the arms of one galaxy.

  4. Let’s fly in.

What I build in the open

  1. 01The map

    three star systems

    Everything I build in the open orbits one of three stars. We will visit them in order, one world at a time.

    • fireflyframework: one architecture, a planet for each language
    • products: complete applications built on the framework
    • openplatform: open business modules for banking and insurance

    Open source on GitHub / Firefly Software Foundation

  2. 02Open-source framework

    One architecture for your services, in the languages your teams already use. The framework handles the plumbing: composition, persistence, messaging, sagas, resilience, identity and operations. Your native libraries and your domain stay yours.

    • Born inside a core-banking platform
    • Every framework runs multi-step work as compensating sagas
    • Maintained by the Firefly Software Foundation

    Spring Boot / FastAPI / Laravel / Axum / ASP.NET Core

  3. 03Python

    The architecture in Python, on FastAPI or Starlette: typed dependency injection, CQRS handlers, sagas, SQLAlchemy repositories and server-rendered HTML.

    • Typed dependency injection and CQRS
    • Compensating sagas
    • The base of weave, forge, flycanon and flyquery

    Python 3.12+ / FastAPI / Starlette / SQLAlchemy

  4. 04Java

    The architecture in Java, modular and reactive on Spring Boot and WebFlux: commands and queries, sagas and try-confirm-cancel, reactive transactions and observability.

    • Sagas and try-confirm-cancel
    • Reactive transactions
    • The engine under firefly openplatform

    Java 25 / Spring Boot 4.1 / WebFlux

  5. 05PHP · Laravel

    The architecture in PHP, native to Laravel 13: PHP attributes for components, transactions and security rules, with CQRS, a transactional outbox, sagas and event sourcing.

    • Attribute-driven components and security
    • Transactional outbox and sagas
    • Event sourcing

    PHP 8.3+ / Laravel 13

  6. 06Rust

    The architecture in Rust, on Tokio and Axum: dependency injection, typed CQRS dispatch, compensating sagas and SQLx repositories with explicit not-found and optimistic-lock results.

    • Typed CQRS dispatch
    • Compensating sagas
    • Explicit, typed failure results

    Rust 1.88+ / Tokio / Axum / SQLx

  7. 07.NET

    The architecture in .NET, on ASP.NET Core: commands validated and dispatched, attribute-based sagas, structured HTTP errors, all registered through the host’s dependency injection.

    • Validated command dispatch
    • Attribute-based sagas
    • Structured HTTP errors

    C# / .NET 10 / ASP.NET Core

  8. 08Applied AI

    A Python library for agents with tools, memory and retrieval, built on Pydantic AI. Applications stay in control: they approve or deny the tools an agent wants to use.

    • Agents with tools, memory and retrieval
    • Human approval for sensitive tools
    • Reasoning patterns, pipelines and tracing

    Python / Pydantic AI / OpenTelemetry

  9. 09Products on the framework

    Complete products built on the framework, each one solving a real problem end to end: process automation, a software factory, versioned knowledge and analytics.

    • Built on pyfly and agentic
    • Open source on GitHub
    • Each one helps build the others

    Python / TypeScript

  10. 10Process automation

    Business processes that run across systems and people, built on pyfly. Runs wait for approvals and events, and record every step they take.

    • Design in Studio, YAML, JSON or Python
    • Workers, human tasks and threaded email
    • APIs, CLI and SDKs to embed it

    Python / pyfly / Studio

  11. 11Software factory

    A software factory that turns a product brief into verified pyfly or larafly software, with coding agents working on bounded tasks and every check on record.

    • From product brief to verified software
    • Coding agents on bounded tasks
    • Executable policies and quality gates

    Python / TypeScript / Agents

  12. 12Knowledge

    flycanon

    Versioned knowledge with source provenance, hybrid retrieval and answers that cite where every fact comes from. Built on pyfly and agentic.

    • Versioned, provenance-tracked sources
    • Hybrid retrieval
    • Cited answers

    Python / pyfly / agentic

  13. 13Analytics

    flyquery

    Ask questions of structured files in plain language, then inspect the SQL behind every answer and keep the history. Built on pyfly and agentic.

    • Natural-language questions
    • Inspectable SQL
    • Query history

    Python / pyfly / agentic

  14. 14Open business modules

    Open-source business modules for banking and insurance, published as fireflysoftwaresolutions and built on jafly. Layered, so a bank or fintech adopts only what it needs, reads every line, and keeps it. 105 public services across six layers.

    1. core41Systems of record: ledger, accounts, payments, cards, every lending product, customers and KYC/KYB.
    2. domain41Business orchestration over the core, with CQRS command and query buses.
    3. experience13Customer journeys: onboarding, account opening, cards and lending.
    4. app2Gateways for authentication and configuration.
    5. libraries3Payment rails, PSP abstractions and batch infrastructure.
    6. platform5BOM, parent POM, shared configuration and documentation.

    Java / jafly / Spring WebFlux / Kubernetes / Apache 2.0

  15. 15Core layer

    core

    The systems of record: ledger and accounts, payments and cards, every lending product, customers, KYC/KYB, documents and contracts. 41 services in this layer alone.

    • Ledger, accounts, payments, cards
    • Origination to collections
    • Customers, KYC/KYB, GL accounting

    Java / R2DBC / Kafka

  16. 16Domain layer

    domain

    Domain services orchestrate the core into business capabilities: lending workflows, product catalog and pricing, KYC/KYB, SCA, notifications and contracts, through CQRS command and query buses. 41 services.

    • Loan origination and servicing workflows
    • Product catalog, pricing and eligibility
    • KYC/KYB, SCA and notifications

    Java / jafly CQRS / Sagas

  17. 17Experience layer

    experience

    Experience services shape customer journeys on top of the domain: onboarding individuals and businesses, opening accounts, issuing and replacing cards, and applying for loans. 13 services.

    • Individual and business onboarding
    • Account opening and cards
    • Lending journeys

    Java / BFF / OpenAPI

Portrait of Andrés Contreras Guillén

That is the galaxy so far. It keeps growing, one world at a time.

Let’s talk.

The quickest way to reach me is a message on LinkedIn.