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The data engineering talent shortage: Why nearshore Colombia is closing the gap

Software Development Outsourcing

The data engineering talent shortage: Why nearshore Colombia is closing the gap

Every AI initiative, every analytics dashboard, and every machine learning model depends on a discipline that rarely gets the spotlight: data engineering. Someone has to build the pipelines, model the warehouse, enforce data quality, and keep the infrastructure that everything else depends on from silently rotting. In 2026, US companies are discovering that this someone is increasingly hard to hire domestically.

August 5, 2026

Outcome-Based staffing: Why US tech companies are moving beyond time-and-materials contracts

Software Development Outsourcing

Outcome-Based staffing: Why US tech companies are moving beyond time-and-materials contracts

For two decades, time-and-materials has been the default pricing model for IT staff augmentation. Companies have relied on a rate card, a monthly invoice, and the assumption that hours worked equal value delivered. Today, however, that assumption is under real pressure.

July 29, 2026

Microservices, monoliths, and modular architecture: What peer-reviewed research and production experience actually say

Software Development Outsourcing

Microservices, monoliths, and modular architecture: What peer-reviewed research and production experience actually say

Few architectural decisions generate more debate in software engineering than microservices vs. monolith. The microservices narrative dominated the industry from approximately 2014 to 2022, driven by high-profile Netflix and Amazon case studies.

July 28, 2026

The 2026 Global Engineering Talent Shortage: Where it’s real, where it’s manufactured, and how to build around it

Software Development Outsourcing

The 2026 Global Engineering Talent Shortage: Where it's real, where it's manufactured, and how to build around it

Depending on who you listen to, the global software engineering talent shortage is either an existential crisis that will cripple the digital economy or a manufactured narrative that benefits recruiting firms. The truth is more specific: scarcity is real in certain specialisations and geographies, manufactured or exaggerated in others.

July 23, 2026

La entrevista fue perfecta. El candidato no existía.

Software Development Outsourcing

La entrevista fue perfecta. El candidato no existía.

Durante más de veinte años en Cafeto hemos ayudado a empresas de Estados Unidos a construir equipos de tecnología en América Latina. En ese tiempo hemos visto cambiar la forma de contratar. Pasamos de las entrevistas presenciales a las videollamadas, aprendimos a evaluar talento a miles de kilómetros de distancia y comprobamos que los mejores equipos no necesariamente trabajan en la misma ciudad, ni siquiera en el mismo país.

July 22, 2026

Technical debt is not a metaphor it is a measurable financial risk: How to quantify and manage it

Software Development Outsourcing

Technical debt is not a metaphor it is a measurable financial risk: How to quantify and manage it

Ward Cunningham coined the metaphor of "technical debt" in 1992 to describe the accumulated cost of taking shortcuts in software development. The metaphor is useful but has a problem: metaphors are easy to dismiss. When an engineering leader tells a board that the product has "significant technical debt," the board hears a complaint about code quality.

July 20, 2026

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