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@js-ourense @tideflow-io

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joseconstela/README.md

Jose Constela

Engineering Lead / Tech Lead for Generative AI and AI agents. Python, Node.js, AWS. Based between Brussels (Belgium) and Spain.

Building production systems since 2012, focused on GenAI since 2023: AI agents and LLM tools that business teams use every day. I work embedded with the business, from use-case workshop to production MVP, and leave teams able to maintain what we built.

CV: joseconstela.com/about · LinkedIn: in/joseconstela · Email: jose@joseconstela.com

Projects

  • ReArch — self-hosted background AI coding agents for whole teams: each person gets an agent in a sandboxed container working on the team's real repositories, with a pull request at the end.
  • Ronsel (source) — open-source end-to-end test framework where each test is a Markdown notebook you read like docs and run against real APIs, databases, MQTT and browsers.
  • LLM proxy — open-source gateway that secures and controls LLM usage across an organisation: what data leaves, who uses which model, at what cost.
  • redact — detects sensitive data in repositories before it reaches an LLM.

Stack

Python · Node.js · AWS (IoT Core, Lambda, ECS, API Gateway) · Apache Kafka · event-driven microservices · Domain-Driven Design · MongoDB · PostgreSQL · Docker · CI/CD

Pinned Loading

  1. rearch-engineer/rearch rearch-engineer/rearch Public

    JavaScript

  2. lab34-es/ronsel lab34-es/ronsel Public

    Test knowledge shouldn't live in one engineer's code. Framework for Test automation as documentation for everyone. Including AI agents.

    TypeScript 1

  3. lab34-es/redact lab34-es/redact Public

    Go

  4. tideflow-io/tideflow tideflow-io/tideflow Public archive

    Building extensible automation. Tideflow is a Realtime, open source workflows execution and monitorization web application.

    JavaScript 113 23