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.
AI & AgentsSelf-Hosting LLMs in the EU: When Open Weights Actually Pay Off
The GPU is the cheap part. Here is the real cost of self-hosting open weights, a defensible break-even formula, the GDPR trade-offs, and the vLLM production stack.
AI & AgentsOpen-Weight LLMs 2026: DeepSeek, Qwen, Kimi, GLM, Llama and Muse
Compare open-weight LLMs in October 2026: DeepSeek, Qwen, Kimi, GLM, Llama and Muse. Exact licenses, local versus cluster hardware and evaluation criteria.
Business & RegulationAI Consulting in Austria 2026: An Honest Guide for SMEs
AI consulting in Austria: realistic scoping costs, SME use cases, AI Act duties and October 2026 funding status, including the end of KMU.DIGITAL.
AI & AgentsThe Bottleneck Was Never Intelligence. It Was Context.
Rakuten reported a seven-hour Claude Code session on vLLM with 99.9% numerical accuracy for one method. What the vendor case study shows, what it does not, and how to build a reviewable agent workflow.
AI & AgentsChatGPT Enterprise vs Copilot vs Custom RAG
Which should a DACH company shortlist? A neutral procurement guide to workflow fit, product terms, location controls, permissions, compliance roles, and total operating cost.
Business & RegulationEU Data Residency for AI APIs in 2026: Provider Guide
Compare EU storage and inference guarantees across OpenAI, Azure, Mistral, AWS and self-hosting. Current endpoints, transfer caveats and a procurement checklist.
Delivery & QALovable, Bolt, and Replit App Due Diligence
Before you raise or sell on a vibe-coded app, three questions decide whether it survives diligence: is it safe, do you own it, can anyone maintain it? The security, IP, and investor checklist.
Business & RegulationAI Funding Austria 2026: Open Calls, FFG and Tax Credit
AI funding in Austria, checked 5 October 2026: open FFG routes, closed aws calls, KMU.DIGITAL ending and the 14% research premium.
Leadership & TeamsHow to Roll Out AI Internally in 2026
A staged internal AI rollout: align the team, map the process and alternatives, define a baseline, settle data and risk questions, pilot one bounded workflow, then expand or stop on evidence.
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