NorthCode’s 2025–2026 Year in Review and Outlook

Software development is going through the biggest transformation I have seen during my career. Developers have spent decades automating the work of others. Now we are automating our own profession with coding agents and large language models.

Together with our partners, we at NorthCode set out to understand what is possible with on-prem models. The results were surprisingly good!

AI Colleague is not just a fast bug fixer, but a system that binds AI-driven remediation to clear engineering standards. It ensures automation improves code quality instead of simply shifting technical debt elsewhere.

Open banking is reshaping financial services through secure APIs and regulated data access. NorthCode supported the development and operation of a scalable platform enabling reliable integrations and future financial innovation.

Companies are laying off people due to the adoption of large language models. The headlines are dramatic. The conclusions are often even more dramatic. It is easy to build a narrative in which machines replace humans.

Scale GitOps easily with Argo CD ApplicationSets

AI is changing software development by reshaping responsibility and thinking, not just speeding up code. An AI-Ready Engineer is not a prompt writer, but a developer ready to build quality software with AI in the team.

Language models are not primarily productivity tools. They are enablers that make previously impractical work possible.

EuroSTAR 2025 showed that generative AI is no longer experimental. Real value comes from understanding how LLMs work, writing disciplined prompts, and treating AI as an engineering tool—efficient, precise, and responsible.

Let’s think about the evolution of AI through the analogy of a black hole’s event horizon: a boundary between what can be reliably observed and used today—and what can’t, yet. The key is that the boundary moves fast, so practices must move with it.

AI is already here. Tools like Copilot and Cursor help developers write more code, faster. But more output without structure leads to trouble: tech debt piles up, documentation falls behind, and tests break.

AI is changing software development. Some teams accelerate their output. Others stall. The difference isn’t talent, it’s how AI is adopted.

Takeaways from Edinburgh

Resilience and Growth: NorthCode’s 2024–2025 Year in Review and Outlook

This article explains how to combine GitHub Actions, robotframework-dashboard and a hint of YAML to publish a nightly, zero-cost results dashboard for every environment–browser pair.

As software complexity grows, so does technical debt. Used right, AI can help clean up the mess, keep documentation fresh, and ease the cognitive load for developers.

Building on our AI Colleague concept, our new AI agent automatically refactors problematic code—freeing your team to focus on innovation. Discover how automated technical debt management can transform your workflow.

AI Colleague reduces complexity in modern software systems by reading key data, paying down technical debt, improving test coverage, and supporting documentation, empowering teams to focus on what matters.

Discover how Advisory Boards help technology companies grow, tackle challenges, and maintain upward momentum in uncertain times.

The new frontiers in sustainable ICT practices. Discover NorthCode's approach for non-functional energy consumption testing with Project Aurora on GitHub!

Practical Uses of LLM in Platform Engineering

"The GDPR of Cybersecurity"

In the quest to build a more sustainable and efficient IT infrastructure, adopting green ICT practices is essential. Read how Niklas Siltakorpi, a Northcode expert did this for our customer a while back and what he thinks is important in Green ICT

In today’s demanding work environment, building trust is key to enhancing commitment and bringing joy to work. Innovative leadership and network thinking offer a path to deeper engagement and better results.

By embracing Istio, developers can leverage advanced security, comprehensive telemetry, and greater control over service communications, leading to more resilient and secure applications.

Navigating the Complexities of Kubernetes

The fiscal year 2023-2024 was a significant learning and development phase for NorthCode

At NorthCode, we specialize in guiding organizations through the complex process of becoming cloud-native.

A Software Bill of Materials (SBOM) is a detailed inventory of all software components used in a project or product

Navigating from complicated to complex IT landscape

Our core mission at NorthCode is to reduce cognitive load and help our clients focus on their core activities

Platform Engineering & Internal Development Platforms drive savings, eco benefits, and speed-to-market, enabling value-focused work.

Enhancing and hardening containers is important for several reasons. Here we list common risks and how to approach them.

Platform engineering and IDP principles explained - boosting business efficiency and productivity, cutting costs and reducing environmental impact. What tools should you use and how does it all relate to DevOps?

Strategies for better resource utilization, sustainable infrastructure and cost consciousness. Also a great opportunity for competitive advantage!

What takes us further as mankind? Thoughts on the benefits of sharing knowledge and technology - and what is NorthCode’s contribution?

Tech's Environmental Impact: Reducing the ICT Carbon Footprint for a Sustainable Future

How Our Unique Business Model Embraces Business Agility

Celebrating NorthCode's Fourth Financial Period: Reflecting on Progress and Shaping the Future

Fair Treatment and Full Support for Diversity and Inclusion are our Most Important Values. See our Payment Model here!

DevSecOps is not only a technology, or tool, or practise or even a mindset — it’s all of these and much more.

The NorthCode model combines the benefits of brand-based self-employment and the security of a much larger organization.

NorthCode Wants to Play an Active Role in Supporting Employees’ Hobbies