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Latest articles
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Business & RegulationWerkvertrag vs T&M for Austrian SaaS
How Austrian law distinguishes result-based work from time-based services, and what founders should clarify about scope, acceptance, IP, VAT, and accounting.
Product & MVPProducts We Shipped: What Outcome Benchmarks Can Prove
A transparent framework for measuring shipped-product outcomes without turning approximate internal observations into a market benchmark.
Web3 & PrivacyWeb3 Gas Cost Hindsight: Compare L1, L2, and Solana
Replace static fee tables with production-shaped measurements across Ethereum, Base, OP Mainnet, Arbitrum, Polygon PoS, and Solana.
Business & RegulationFixed Price vs T&M: Measure Scope Change
Why universal scope-creep rates are not defensible, how to measure change consistently, and what to compare before choosing a commercial model.
Leadership & TeamsFractional CTO vs Hiring in Austria
Compare the leadership mandate, authority, availability, team needs, employment cost inputs and current supplier terms before choosing a model.
Business & RegulationMiCA + FMA Reality Austria 2026
A current engineering guide to Austrian crypto scoping after the MiCA transition, including CASP authorization, token issuance, prudential safeguards, and the EU Travel Rule.
Business & RegulationGDPR + EU AI Act for DACH SaaS
A current framework for classifying AI use cases, mapping GDPR and AI Act duties, assigning evidence owners, and planning applicable deadlines.
AI & AgentsWhy AI Agent Projects Get Cancelled
What Gartner's forecast does and does not show, plus an evidence-based review of value, evaluation, tools, cost, handoff, data, scope and governance risks.
AI & AgentsRAG vs Fine-Tuning vs Long-Context 2026
A workload-based method for testing retrieval, supervised fine-tuning, long context, and hybrid architectures without relying on universal cost crossovers.
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