Insights - Expert knowledge and industry insights

Stay updated with the latest trends in IT, AI, and cloud technology. Our experts share valuable knowledge and practical tips.

AI Product Development•4 min read

Evaluating agents before they touch production

Do not give an agent real tools because a demo looked finished. Judge it on a task suite, a grader, a regression set, and a budget pinned to the prompt, model, and tools that are supposed to ship.

October 12, 2026Read more →

AI Product Development•4 min read

Agent harnesses: how we build the runtime around a language model

An agent harness is the runtime around a language model: tools, memory, a loop, permissions, evaluations and a budget. This is how we build ours.

October 9, 2026Read more →

Engineering Leadership•8 min read

EU AI Act: checklist for Swedish companies

The EU AI Act applies now in Sweden. Transparency requirements came into force on August 2, 2026. Here is a practical checklist for inventorying, classifying, and adapting your AI systems.

October 9, 2026Read more →

System Development•8 min read

Technical debt: how to modernize legacy systems step by step

Technical debt in legacy systems costs more than you think. Incremental modernization with strangler-fig beats big bang. Here is how to start without disrupting operations.

October 9, 2026Read more →

AI Product Development•6 min read

Agent readiness before you scale AI

Agentic workflows fail fast when data access, ownership, and logging are unclear. A short readiness sprint surfaces the gaps before production.

February 23, 2026Read more →

Engineering Leadership•6 min read

AI governance is now an engineering backlog

2026 is when policy meets production. Deletion, backup, and auditability need real implementation, not just documentation.

February 23, 2026Read more →

System Development•5 min read

AI coding tools need guardrails, not just licenses

Coding agents are getting fast and cheap, but review load and traceability become the bottleneck.

February 23, 2026Read more →

Engineering Leadership•7 min read

How to onboard senior engineering consultants in 30 days

A practical onboarding model for engineering leaders who need senior consultants to contribute quickly without disrupting delivery.

January 30, 2026Read more →

AI Product Development•8 min read

AI pilot to production: a practical playbook for Nordic product teams

Most AI pilots never become product value. Here is a field-tested playbook for taking an AI initiative from demo to stable production impact.

January 23, 2026Read more →

AI & Machine Learning•8 min read

How AI transforms modern business operations

Artificial intelligence is no longer the future – it's the present. Discover how AI can revolutionize your business processes and create competitive advantages.

November 15, 2025Read more →

Cloud & Infrastructure•9 min read

Cloud migration – best practices for a smooth transition

Moving to the cloud is a strategic investment. Learn the most important steps for a successful cloud migration that minimizes risks and maximizes value.

November 10, 2025Read more →

System Development•9 min read

Modern development methods for faster delivery

DevOps, CI/CD, and agile development – learn how modern methods can shorten time-to-market and improve the quality of your deliveries.

November 5, 2025Read more →

Cloud & Infrastructure•10 min read

Security challenges in cloud environments and how to handle them

The cloud offers many benefits, but also new security challenges. Learn the most important security principles for cloud-based systems.

October 28, 2025Read more →

AI & Machine Learning•11 min read

From experiment to production: ML models in real systems

Training an ML model is just the beginning. Discover the challenges and best practices for deploying machine learning models in production environments.

October 20, 2025Read more →

System Architecture•12 min read

Microservices vs Monolith: When is the right time to break up?

Microservices are hyped, but monoliths have their place. Learn when each architecture is right and how to make the transition when the time comes.

March 5, 2025Read more →

Cloud & Infrastructure•11 min read

Kubernetes in Production: Best Practices for Scalability and Security

Kubernetes has become the standard for container orchestration. Learn the most important best practices for running Kubernetes securely and efficiently in production.

September 15, 2025Read more →

AI & Machine Learning•13 min read

Generative AI in Business: How to Integrate LLMs into Your Systems

Large Language Models are transforming how companies work. Discover how to integrate generative AI into your existing systems and create real business value.

August 22, 2025Read more →

Frontend Development•12 min read

React Server Components: The Future of Web Applications with Next.js

React Server Components are revolutionizing how we build web applications. Learn how this new architecture provides better performance and developer experience.

July 18, 2025Read more →

Cloud & Infrastructure•12 min read

FinOps: The Art of Optimizing Cloud Costs Without Compromise

Cloud costs can quickly spiral out of control. Learn FinOps principles to maximize the value of your cloud investments while controlling costs.

June 10, 2025Read more →

Leadership•13 min read

Tech Leadership: Leading Agile Transformation in Large Organizations

Transforming an organization's way of working is one of the biggest challenges for tech leaders. Here are keys to success based on real experiences.

April 25, 2025Read more →

Backend Development•12 min read

GraphQL vs REST: Modern API Patterns for Scalable Backend

The choice between GraphQL and REST affects your entire system architecture. A deep dive into when to use what, and how to build efficient APIs.

March 12, 2025Read more →

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The Aidoni team together outdoors in Gothenburg