
Product Engineer
Seven years shipping React front ends and distributed back ends at Salesforce, Clarifai and Front.
- Now
- Senior SWE · Front
- Focus
- Front end · Back end · AI agents
- Based
- Buenos Aires · GMT−3
02 — Build log
Seven years. One before and after.
I learned the craft before AI. Then the ground moved.
Pre-AI
MuleSoft · Salesforce
Engineering intern
Oct 2019
Wrote the test strategy for Anypoint Platform components.
The industry: React Hooks ship. Components go functional.
MuleSoft · Salesforce
Associate MTS
Oct 2020
React interfaces on top of Java and Scala services.
The industry: Everyone goes remote. TypeScript becomes the default.
MuleSoft · Salesforce
Member of Technical Staff
Aug 2021
Full stack on Anypoint, with accessibility across my team's components.
The industry: API-led connectivity and microservices everywhere.
Nov 30, 2022
ChatGPT ships
Before this line I learned to build. After it, I build with AI.
AI-native
Clarifai
Senior SWE · Frontend lead
Feb 2023
Led the team that made computer vision usable.
The industry: GPT-4 lands. Every product wants an AI feature.
Clarifai
Senior SWE · Frontend lead
2024
Built the front-end frameworks the AI platform ran on.
The industry: RAG, tool use and the first agents.
Front
Senior Software Engineer
Dec 2025
Shipped WhatsApp and Zoom Contact Center channels, with agents in my build and review loop.
The industry: Agentic coding goes mainstream.
React Hooks ship. Components go functional.
MuleSoft · Salesforce
Engineering intern
Wrote the test strategy for Anypoint Platform components.
Everyone goes remote. TypeScript becomes the default.
MuleSoft · Salesforce
Associate MTS
React interfaces on top of Java and Scala services.
API-led connectivity and microservices everywhere.
MuleSoft · Salesforce
Member of Technical Staff
Full stack on Anypoint, with accessibility across my team's components.
GPT-4 lands. Every product wants an AI feature.
Clarifai
Senior SWE · Frontend lead
Led the team that made computer vision usable.
RAG, tool use and the first agents.
Clarifai
Senior SWE · Frontend lead
Built the front-end frameworks the AI platform ran on.
Agentic coding goes mainstream.
Front
Senior Software Engineer
Shipped WhatsApp and Zoom Contact Center channels, with agents in my build and review loop.
Nov 30, 2022
ChatGPT ships
Before this line I learned to build. After it, I build with AI.
02 — Build log
Seven years. One before and after.
I learned the craft before AI. Then the ground moved.
2019
Oct 2019
03 — Front end
Interfaces, inspected.
Every pixel has a reason. Turn on the spec to see them.
- React
- TypeScript
- Next.js
- Motion
- three.js
- Accessibility
- Design systems
Channel connected · 3 inboxes
- Padding24 px
- Radius16 px
- Type15 / 24 Geist
- ContrastWCAG AA
- Focus2 px ring · 3 px offset
- Motion320 ms · ease-out-expo
- Semanticsrole=switch · aria-checked
04 — Back end
Distributed, and ready to fail.
Services that talk over a bus, and transactions that undo themselves when a step breaks.
- The gateway is the only HTTP surface.
- Services talk over NATS, never directly.
- Reads are cache-aside: Redis first, then Postgres.
NestJS · NATS · saga orchestrator · cache-aside
- Node.js
- NestJS
- NATS
- Postgres
- Redis
- Java · Spring
- Scala
- Hexagonal architecture
05 — Agentic SDLC
A software lifecycle, run by agents.
Orchestra is a Claude Code plugin. Independent departments pass tickets to each other, from idea to release.
- 01The process lives in code, not prompts.
- 02Every transition is checked against evidence.
- 03Merges, releases and rollbacks are done by code, never by an agent.
Departments
Agents
Parallel workflows
Product
idle- head-of-product
- product-manager
- researcher
Design
idle- head-of-design
- designer
Engineering
idle- head-of-engineering
- engineer ·1
- engineer ·2
- engineer ·3
- reviewer
- review-correctness
- review-security
- review-architecture
QA
idle- head-of-qa
- qa-tester
Docs
idle- tech-writer
Release
idle- release-manager
- by code
Learning
idle- learner
- Productidle
- Designidle
- Engineeringidle
- QAidle
- Docsidle
- Releaseidle
- Learningidle
Hecho en Buenos Aires
Buenos Aires© 2026 Lucas Garcia