Practical decisions for AI and software
Technical guides to choose models, verify software and plan delivery.
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New comparisons, practical guides and engineering lessons.
Smart Contract Pre-Audit Checklist (30 Questions)
Thirty risk-based questions for Solidity teams covering specifications, toolchains, privileges, external calls, upgrades, economics, testing, and operations.
Fractional CTO Day Rates in Austria
How to compare Austrian fractional CTO quotes using current scope, availability, authority, employment-status, tax, and total-cost assumptions.
EU AI Act Cost for a Startup: Scope Before Budget
Classify the use case, operator role and applicable duties before estimating legal, documentation, testing, training and monitoring work.
Werkvertrag 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.
Products 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 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.
Fixed 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.
Fractional CTO vs Hiring in Austria
Compare the leadership mandate, authority, availability, team needs, employment cost inputs and current supplier terms before choosing a model.
MiCA + 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.
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