Curated resources, tools, guides, and references from 20+ years at the intersection of AI, cybersecurity, and engineering. Distilled, tested, and battle-hardened.
A growing collection of battle-tested system prompts, chain-of-thought templates, and AI agent configurations. Built through hands-on research across GPT-4, Claude, and open-source models.
Complete guide to building autonomous AI agents. Covers LangChain, tool use, memory systems, and production deployment patterns for multi-agent systems.
Access resourceExam prep notes, architecture diagrams, and lab scenarios. Condensed from hands-on certification prep and real-world Azure deployments.
Access resourceComprehensive fault code reference for VAG vehicles with VCDS. Includes common root causes, fix procedures, and adaptation channel documentation.
Access resourceCollection of Python scripts for IT automation, data extraction, and system administration. Designed for transport and manufacturing environments.
Access resourcePractical implementation guide for Zero Trust across Azure environments. Identity-first security, conditional access policies, and network micro-segmentation.
Access resourceCurated digest of the most important LLM evaluation benchmarks, with plain-language explanations of what each measures and why it matters for practitioners.
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