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TL;DR: Local-first AI does not equal private; map data flows, logs, and reversibility before EU AI Act and GDPR documentation obligations fire. Local-first AI sounds safer because data stays closer to the company, but it is not automatically complia...
Navigating cloud provider jurisdiction: compliance and sovereignty in private cloud architecture Modern infrastructure teams face a critical decision that shapes their architecture for years: choosing between EU and non-EU cloud providers based on co...

TL;DR: Compare GPT-4o and Claude Sonnet 4 on cost, GDPR compliance, coding, and integrations for European SME teams of 10-50 employees. At current list pricing, GPT-4o costs roughly $2.50 per million input tokens and $10 per million output tokens. C...
TL;DR: MCP servers can read files, call APIs, execute commands, and expose credentials. Why this matters: approve servers, scope permissions, and log tool calls before connecting them to sensitive work. The Model Context Protocol (MCP) is one of the...
TL;DR: How European tech teams integrate the Claude API. Covers GDPR, pricing tiers, rate limits, and integration patterns for mid-sized companies. For a 30-person software company in Amsterdam or Munich, embedding Claude into a product is a concret...