BairesDev Blog: Insights on Software Development & Tech Talent

Software Development When to Train LLMs on Your Own Data: The Spectrum of Options

Decide when to use off-the-shelf LLMs, when RAG on your data is enough, and when fine-tuning or full training is worth the cost, risk, and overhead.

Illustration of layered data architecture showing structured datasets used to train and customize large language models on proprietary business data.

Abstract illustration of software development trends showing modular building blocks, workflow progression, and layered architectures for modern application development.

Software Development Trends for: What Engineering Teams Should Act on Now

By Enrique Ruibal

10 min read

Software Development - Java Multithreading for

Java Multithreading for Engineering Leaders: A Concurrency Risk and Governance Playbook

By Fernando Ugarte

11 min read

cover image illustrative of zero trust methodology

Zero Trust 2.0 and the Shift to Identity-First Security – Webinar Replay

By Bob Leibholz

8 min read

Software Development All Software Development articles

Illustrative portrait of cloud technology and AI-first engineeriing

From AI Pilot to Production: The Organizational Shifts Engineering Teams Can’t Skip – Webinar Replay

By Bob Leibholz

8 min read

Biz & Tech - Software Outsourcing Explained:

Software Outsourcing Explained: Costs, Risks, and Models

By Facundo Molina

12 min read

Biz & Tech - Software Development Services:

Software Development Services: A Buyer’s Guide

By Alessandro Baggio

26 min read

Biz & Tech All Biz & Tech articles

Talent - Engineering Team Scaling

Engineering Team Scaling Strategies: Why Headcount Alone Can Slow Delivery

By Gilberto de Denghy

11 min read

blog cover for dev barometer

Dev Barometer Q1 2026: Women’s Career Agency and the AI Accountability Gap in Software Development

By Rodrigo Outumuro

7 min read

Illustration representing software development with overlapping circular nodes, mechanical gears, and cogwheel icons in a teal gradient theme. The image conveys collaboration, system engineering, and the foundational mechanics of building a software development team.

How to Build a Software Development Team

By Alessandro Baggio

12 min read

Talent All Talent articles

illustrative representation of AI oversight

AI Oversight: 4 Failure Modes That Are Quietly Undermining Your AI Systems

By James Booth

13 min read

Product manager vs project manager comparison illustration using chess strategy and planning visuals to represent differences in roles, responsibilities, and decision-making focus.

Product Manager vs. Project Manager: Decision Rights, Not Job Descriptions

By Renata Matos

11 min read

AI use cases by capability pattern illustration showing workflow orchestration, automation components, and performance metrics across different AI application architectures.

AI Use Cases That Make It to Production: A Portfolio and Capability-Pattern Guide

By Daniel Avila

11 min read

Technology All Technology articles

Insights - Turning AI Into

Turning AI Into Measurable Business ROI: Why Pilots Don’t Reach the P&L

By Arun Nandi

12 min read

Insights - Testing AI Features

Testing AI Features Like Software: Why Evaluations Are the Missing Layer of Engineering Rigor

By Rob Teegarden

10 min read

Insights - Intent Audit Is

Intent Audit Is How Engineering Teams Break the AI Code Review Bottleneck

By Ayman Shoukry

12 min read

Insights All Insights articles

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