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57 articles
eIDAS 2 and the EUDI Wallet: What Product Teams Need to Know Now
The European Digital Identity Wallet is coming whether your product is ready or not. Here is what the regulation actually requires and how to start building for it without waiting for perfect specs.
LLM Agent Orchestration: Decisions That Actually Matter in Production
Orchestrating LLM agents sounds exciting in demos. In production, it comes down to a handful of unglamorous architectural decisions that determine whether your system works or quietly falls apart.
Data Protection by Design: What It Actually Means When You Ship
GDPR's 'data protection by design' principle sounds obvious until you're in a sprint review and nobody has made the hard calls. Here's what it looks like in practice.
IT Procurement in the Public Sector: Where Projects Die Before They Start
Most public sector IT projects are won or lost in procurement, not delivery. Here is what the tender process gets wrong and what project leaders can do about it.
PM²: The Project Methodology Europe Uses (and Most Teams Ignore)
PM² is the European Commission's own project management framework — free, open, and built for public sector reality. Here's what it actually looks like in practice and why it deserves more attention.
The EU AI Act in Practice: What Product Teams Actually Need to Do
The EU AI Act is live and most product teams are still treating it as a legal problem. It isn't. Here is what compliance actually looks like from the product side.
Why AI Projects Fail at Change Management, Not Technology
Most AI initiatives stall not because the model underperforms, but because the organisation was never prepared to change how it works. Here is what I have learned managing both sides of that problem.
AI Cost Control in Production: What I Learned Building CVChatly
Running LLM agents in production is expensive if you're not deliberate about it. Here's how I approach AI cost control without killing the product experience.
Dynamic AWS‑Serverless JSON‑LD Generation for GDPR‑Compliant Job Listings
Overview I use JSON‑LD to embed structured data directly in job‑listing pages, boosting search visibility and providing the algorithmic transparency required by
Building GDPR‑ and EU AI Act‑Compliant Auditable State for Serverless AI Career Agents on AWS
--- Introduction As a CPO who has scaled AI‑driven platforms to millions of users while navigating GDPR, the UK Online Safety Act, and now the 2025 EU AI Act’s
How CVChatly’s GDPR‑compliant generative AI engine cuts job‑search burnout by delivering bias‑tested, role‑specific resumes under the EU AI Act’s 2025 enforcement regime
We need to produce a LinkedIn post with: - H1 title (in English) optimized per platform's SEO best practices. LinkedIn post does not use markdown headers, but t
Designing a DSA‑Aligned, Serverless AI Development Stack on AWS for Creator‑Economy Platforms: A 2026 Compliance‑First Checklist
Context Creator‑economy platforms must serve real‑time generative AI features while meeting the Digital Services Act (DSA) transparency, risk‑assessment, and da