Tagged: Llm
7 posts
German PII Redactor: Covering the 5% Blind Spot in SAP Data Masking
Self-hosted German PII redactor for SAP prod→dev copies. Plugs in after TDMS/Delphix/Informatica to cover free-text NOTES columns, unclassified Z-tables, and OCR'd attachments. DSGVO-konform, Apache 2.0, runs on a single consumer GPU.
How to Choose an LLM for Production: 7 Criteria That Matter
How to choose an LLM for production workloads. 7 selection criteria, a decision tree, an evaluation process, and a requirements checklist from real deployments. Download the free AI Automation Checklist.
Self-Hosted LLM vs API Cost: Break-Even Analysis (2026)
Self-hosted LLM vs API cost analysis with break-even math. When to self-host, when to stay on Claude, and the hybrid pattern most production teams actually use. Download the free AI Automation Checklist.
LLM API Comparison 2026: Best API for Production
An opinionated LLM API comparison for production. Claude vs GPT vs Gemini vs Mistral vs DeepSeek on features, developer experience, reliability, and fit. Download the free AI Automation Checklist.
LLM API Cost Comparison 2026: Framework, Not a Stale Table
LLM API cost comparison for 2026. Model your real workload costs with prompt caching, output tokens, reasoning, and batch API factored in. Download the free AI Automation Checklist.
Self-Hosted LLM on Kubernetes: A Production vLLM Deployment
Complete self-hosted LLM Kubernetes guide. Deploy vLLM on GPU nodes with manifests, HPA, monitoring, and cost modeling. Practitioner notes included. Download the free AI Automation Checklist.
RAG Pipeline Tutorial: Build a Production Document Q&A System with Qdrant and Claude
End-to-end RAG pipeline tutorial. Qdrant + Claude Sonnet 4.6 + local embeddings. Real code for chunking, retrieval, augmentation, and citation-grounded answers. Download the free AI Automation Checklist.