Thoughts, articles, and resources on software development, SaaS, and digital growth.
Reasoning models improve output quality for most tasks by thinking before they answer. The case for disabling thinking is narrower than it looks, and getting it wrong in either direction costs you something real.
Searching for CSDDD software? Before you buy, understand what the Corporate Sustainability Due Diligence Directive actually requires, whether it applies to you, and what software can and cannot do for operational compliance.
CASP authorisation under MiCA is a full financial services licence, not a registration. This guide covers what national competent authorities assess, what documentation is required, how long the process takes, and what to consider when choosing a home member state.
The Carbon Border Adjustment Mechanism puts a carbon price on imports of steel, aluminium, cement, fertilisers, electricity, and hydrogen into the EU. This guide explains how it works, what the definitive phase requires from January 2026, and what non-EU exporters need to do to stay competitive.
Accuracy is a property of a finding. Auditability is a property of the system that produced it. When findings get challenged, accuracy alone is not enough to defend them.