close

DEV Community

Luis Cruz profile picture

Luis Cruz

Automation-focused AI Developer specializing in production LLM agent systems — tool-calling agents, multi-step orchestration, and RAG pipelines over vector databases

Location Mexico Joined Joined on  Email address stackbuilder1228@gmail.com Personal website https://topstar-ai-github-io.vercel.app github website

Education

National Autonomous University of Mexico

Pronouns

10+ years full-stack, the last several building agentic AI wired directly into live systems

Building Visit Lübeck: Designing a Better Digital Experience for Travel Discovery
topstar_ai profile

Building Visit Lübeck: Designing a Better Digital Experience for Travel Discovery

#ai #webdev #programming #productivity
BERJAYA BERJAYA BERJAYA 7
Comments 1
1 min read

Want to connect with Luis Cruz?

Create an account to connect with Luis Cruz. You can also sign in below to proceed if you already have an account.

Create Account
Already have an account? Sign in
Building Visit Lübeck: Designing a Structured Travel Experience Platform
topstar_ai profile

Building Visit Lübeck: Designing a Structured Travel Experience Platform

#ai #webdev #architecture
BERJAYA 3
Comments 1
1 min read
Building hewdoes.xyz: Lessons From Shipping a Lightweight Digital System
topstar_ai profile

Building hewdoes.xyz: Lessons From Shipping a Lightweight Digital System

#ai #webdev #programming
BERJAYA 2
Comments
1 min read
Building Quantinium: A Focus on Production-Ready AI Systems
topstar_ai profile

Building Quantinium: A Focus on Production-Ready AI Systems

#ai #product #cicd #webdev
BERJAYA 2
Comments 3
1 min read
Building WhatIsGC.com: Lessons From Designing a Production-Ready AI Information System
topstar_ai profile

Building WhatIsGC.com: Lessons From Designing a Production-Ready AI Information System

#ai #programming #webdev
BERJAYA 1
Comments
2 min read
Building Production Multi-Agent Systems: Lessons from automator.ai
topstar_ai profile

Building Production Multi-Agent Systems: Lessons from automator.ai

#ai #automation #programming
BERJAYA BERJAYA BERJAYA 6
Comments
1 min read
Shipping Cadernos e Planner Digital Brasil: Systems Thinking Behind a Digital Product
topstar_ai profile

Shipping Cadernos e Planner Digital Brasil: Systems Thinking Behind a Digital Product

#ai #software #devops
BERJAYA 1
Comments
1 min read
Shipping a Niche Digital Product: Systems, Challenges, and Lessons Learned
topstar_ai profile

Shipping a Niche Digital Product: Systems, Challenges, and Lessons Learned

#product #productivity #sideprojects #systemdesign
BERJAYA 1
Comments
2 min read
Building JetsCreative: My Experience as a Senior AI Developer Working on Production Systems
topstar_ai profile

Building JetsCreative: My Experience as a Senior AI Developer Working on Production Systems

#showdev #ai #architecture #llm
BERJAYA 1
Comments
1 min read
Senior AI Engineer Perspective: What Actually Matters When You Build AI Systems in Production
topstar_ai profile

Senior AI Engineer Perspective: What Actually Matters When You Build AI Systems in Production

#ai #architecture #machinelearning #softwareengineering
BERJAYA 1
Comments 1
2 min read
Collaboration Opportunity – Remote Partner (Entry-Level / Non-Technical Role)
topstar_ai profile

Collaboration Opportunity – Remote Partner (Entry-Level / Non-Technical Role)

#ai #upwork #programming #git
BERJAYA 1
Comments
2 min read
Neon vs Supabase: Feature Comparison, Pros
topstar_ai profile

Neon vs Supabase: Feature Comparison, Pros

#ai #backend #supabase #openai
BERJAYA 1
Comments
1 min read
How I Got Upwork Rising Talent in a Short Time (My Experience & Approach)
topstar_ai profile

How I Got Upwork Rising Talent in a Short Time (My Experience & Approach)

#ai #upwork #freelance #developer
BERJAYA 2
Comments
1 min read
PostgreSQL 18 on Amazon Aurora and Amazon RDS: Security, monitoring, and developer enhancements
topstar_ai profile

PostgreSQL 18 on Amazon Aurora and Amazon RDS: Security, monitoring, and developer enhancements

#ai #database #postgressql
BERJAYA 3
Comments
1 min read
Understanding Data Accuracy Meaning: Best Practices for Engineers
topstar_ai profile

Understanding Data Accuracy Meaning: Best Practices for Engineers

#ai #programming #database
BERJAYA 1
Comments
1 min read
Loop Engineering
topstar_ai profile

Loop Engineering

#ai #software #openai
BERJAYA 3
Comments 1
1 min read
Understanding Data Visualization Benefits for Data Engineers
topstar_ai profile

Understanding Data Visualization Benefits for Data Engineers

BERJAYA 3
Comments
1 min read
I ran local LLMs on my phone for a week, and now my desktop setup feels like overkill
topstar_ai profile

I ran local LLMs on my phone for a week, and now my desktop setup feels like overkill

#ai #llm #programming #mobile
BERJAYA BERJAYA BERJAYA 9
Comments
1 min read
🚀 At TopStar AI, we build real-world AI & Web3 systems that scale
topstar_ai profile

🚀 At TopStar AI, we build real-world AI & Web3 systems that scale

#ai #automaton #programming #agents
BERJAYA 1
Comments
1 min read
Best Python AI Frameworks in 2026
topstar_ai profile

Best Python AI Frameworks in 2026

#ai #python #programming #webdev
Comments
1 min read
Stripe Projects adds new agent integrations, more providers, and custom developer controls
topstar_ai profile

Stripe Projects adds new agent integrations, more providers, and custom developer controls

#ai #programming #stripe #agents
BERJAYA 2
Comments
1 min read
loading...