Blog
Articles, analysis and case studies on AI, cloud, cybersecurity and B2B software engineering.
Cloud repatriation: when going back on-premise actually makes sense in 2026
Bringing workloads back on-premise isn't always the right move. Here are the concrete parameters to decide without getting swept up in the "cloud is too expensive" narrative.
5 recurring mistakes when adopting LLMs in B2B companies
From poorly designed RAG pipelines to hardcoded prompts in production: five patterns that stall or kill LLM projects in B2B enterprises.
AI-generated technical documentation: guidelines to keep it from becoming noise
Using an LLM to generate technical docs is fine. Publishing them without review is an expensive mistake. Here's how to build a solid process.
Fine-tuning vs prompt engineering: choosing with ROI in mind
When does training a model actually pay off, and when is a well-crafted prompt enough? An operational guide with real numbers to make the right call without wasting budget.
EU data residency: how to architect it without doubling your cloud bill
Many companies spend twice as much to stay GDPR-compliant. The problem isn't the regulation — it's the architecture. Here's how to get it right.
Penetration testing today: what it actually covers, what it misses, what needs repeating
An annual pentest is not a security guarantee. A concrete analysis of scope, structural gaps, and the right cadence for B2B infrastructure owners.
Team augmentation vs full outsourcing: how to choose for a software house
Two models, two different control logics. Picking the wrong one costs months of rework. Here are the technical and organizational criteria to decide wisely.
Enterprise RAG: how to prevent hallucinations on corporate datasets
LLM hallucinations on enterprise data are not a prompt engineering issue. They are an architectural one. Here is how to fix them properly.
Cloud repatriation: when moving back on-premise actually makes sense in 2026
It's not ideology — it's arithmetic. Here are the technical and economic criteria for deciding whether moving workloads off the cloud is worth it in 2026.
B2B IT Outsourcing in 2026: 4 Trends Reshaping How You Choose a Technology Partner
Choosing an IT partner in 2026 is no longer a procurement decision — it's an architectural one. Here are the 4 trends rewriting the selection criteria.
5 Recurring Mistakes in B2B LLM Adoption (and How to Avoid Them)
60% of enterprise LLM projects stall within six months of the PoC. The model is rarely the problem. Here are the five architectural and organizational patterns to fix.