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ENGINEERING LEADERSHIP
IN THE AGE OF AI

Mat Velloso Joins Revelo as Strategic Advisor

Lucas Mendes
READING TIME: 
5
 min read
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Hire Software Developers in Latin America: The Complete 2026 Guide

Tamyris Cuppari Kohler
READING TIME: 
18
 min read
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How to Build a Remote Software Development Team in 2026

Tamyris Cuppari Kohler
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19
 min read
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The latest from the blog

Beyond Microservices: Navigating the Next Frontier of Software Architecture

Beyond Microservices: Navigating the Next Frontier of Software Architecture

Rafael Timbó
READING TIME: 
 min
Explore how software architecture is evolving beyond microservices. Learn strategies for hybrid teams, innovations like composable architecture, and why simplicity leads to better outcomes.
LLM-Generated Code in 2025: Trends and Predictions

LLM-Generated Code in 2025: Trends and Predictions

Courtney Comeau
READING TIME: 
 min
This article delves into the exciting world of LLM-generated code and its predicted impact on software development in 2025. We explore key trends like increased accuracy, real-time feedback, and specialized LLMs for specific domains. Discover how human data is essential for refining LLMs through post-training techniques such as SFT, RLHF, and DPO, ensuring more reliable, ethical, and human-centric code generation.
Why US Companies Should Consider Hiring Remote Brazilian Software Developers in 2025

Why US Companies Should Consider Hiring Remote Brazilian Software Developers in 2025

Regina Welle
READING TIME: 
 min
Brazil is a rising tech hub with a vast pool of skilled software developers. Hiring remote Brazilian developers offers US companies cost savings, favorable time zone alignment, and access to a thriving tech ecosystem. Learn why Brazil should be your top choice for software development talent in 2025.
Hiring and Employing Software Engineers in Mexico: A Comprehensive 2025 Guide for US Employers

Hiring and Employing Software Engineers in Mexico: A Comprehensive 2025 Guide for US Employers

Patricia Chong
READING TIME: 
 min
Hiring software engineers in Mexico offers US companies access to a talented workforce, cost savings, and proximity. However, navigating Mexican employment laws is crucial for compliance. This 2025 guide provides a comprehensive overview of key considerations for US employers.
Hiring Remote Software Engineers in Brazil: A Comprehensive 2025 Guide for US Employers

Hiring Remote Software Engineers in Brazil: A Comprehensive 2025 Guide for US Employers

Beatriz Paz
Beatriz Paz
READING TIME: 
 min
This comprehensive guide provides detailed information on the key aspects of hiring remote software engineers based in Brazil, covering everything from employment contracts and working hours to taxation and benefits.
Is Your Engineering Team Ready to Work with Products?

Is Your Engineering Team Ready to Work with Products?

Will Sertório
READING TIME: 
 min
This post by head of product Will Sertorio explores how to shift from a project-based to a product-focused engineering model. It covers key differences, benefits, and challenges, with practical steps and real-world examples like Spotify to help your team succeed.
The Importance of Using Multiple Sources of Human Data for LLM Post-Training

The Importance of Using Multiple Sources of Human Data for LLM Post-Training

Courtney Comeau
READING TIME: 
 min
This blog post explores the crucial role of diverse human data in refining Large Language Models (LLMs) during post-training. It highlights the benefits of incorporating multiple sources, such as domain expertise, varied language styles, and cultural diversity, to improve accuracy, generalization, and mitigate bias.
A Comprehensive Guide to Selecting a Human Data Provider for LLM Post-Training

A Comprehensive Guide to Selecting a Human Data Provider for LLM Post-Training

Courtney Comeau
READING TIME: 
 min
This comprehensive guide explores the crucial role of human data in LLM post-training. Learn about different data types, evaluation criteria, ethical considerations, and key factors to consider when choosing a provider for SFT, RLHF, and DPO to enhance your LLM's performance and ensure responsible AI development.
Unlocking LLM Potential: Why Engineers Based in Latin America Excel at Code-Focused Post-Training

Unlocking LLM Potential: Why Engineers Based in Latin America Excel at Code-Focused Post-Training

Courtney Comeau
READING TIME: 
 min
This article explores the benefits of using remote engineers based in Latin America for LLM post-training, focusing on code generation with SFT, RLHF, and DPO. Discover how Revelo provides access to a skilled and cost-effective talent pool to enhance LLM performance and ensure responsible AI development.
The Vital Role of DPO in Enhancing LLM Code Generation

The Vital Role of DPO in Enhancing LLM Code Generation

Courtney Comeau
READING TIME: 
 min
DPO is a cutting-edge technique that enhances the ability of LLMs to generate high-quality code. By directly optimizing model parameters based on human preferences, DPO offers a simpler and more efficient approach compared to traditional methods. This article explores the benefits and challenges of DPO and how it's shaping the future of AI-powered coding.
Supervised Fine-Tuning (SFT): The Key to Unlocking High-Quality Code Generation in LLMs

Supervised Fine-Tuning (SFT): The Key to Unlocking High-Quality Code Generation in LLMs

Courtney Comeau
READING TIME: 
 min
SFT is a powerful technique for refining large language models (LLMs) to generate high-quality code. By training LLMs on carefully curated datasets of code and human feedback, SFT improves accuracy, efficiency, and readability while reducing errors and enhancing security. This article explores the benefits and challenges of SFT, its role in responsible AI development, and how it compares to alternative approaches.
The Vital Role of RLHF in Enhancing LLM Code Generation

The Vital Role of RLHF in Enhancing LLM Code Generation

Courtney Comeau
READING TIME: 
 min
RLHF is a crucial technique for improving the quality of code generated by LLMs. By incorporating human feedback, RLHF helps LLMs generate code that is more accurate, efficient, and aligned with human preferences. This article explores the benefits and challenges of RLHF and how it compares to alternative approaches. Learn how RLHF is shaping the future of AI-powered coding.

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