AIOps

By Ricardo Amaro
December 17, 2025

If 2023 was the year of "Chat" and 2024 was the year of "Hype," 2025 will be remembered as the year of Commoditization.

For the past twelve months, we've been warning about the dangers of "renting your brain" to Silicon Valley. We started this year fearing that the gap between proprietary models (like GPT-4) and open weights would widen into an unbridgeable chasm. We feared that European SMEs would be forever shackled to  API endpoints, bleeding data and IP in exchange for intelligence.

But... fortunately we were wrong.

As we close out 2025, the "intelligence...

In the realm of software development, AI Ops propels the integration of AI with the DevOps CI/CD pipelines. Evolving software development practices are put in place to improve the levels of effectiveness, quality, and safety throughout the software delivery life cycle. This synergy brings into existence the automation and optimization of processes that traditionally relied on manual or rule-based interfaces, and thereby fewer errors come into play, allowing for expedited software releases.

Context 

In our industry, CI/CD pipelines have come to be a very important concept for modern software...