Share insights and know-how on cloud security, AI, and technology trends.
Take AI systems to production safely: MITRE ATLAS threat modeling, AI supply-chain security, regulation, incident response, LLMOps and a go-live checklist.
Layered LLM guardrails on open source: Presidio, LLM Guard and NeMo Guardrails, an OWASP LLM Top 10 (2025) mapping, and red teaming with garak and PyRIT.
Connect AI agents to internal systems with MCP: tool design principles, OAuth delegated tokens and least privilege, and defenses against tool poisoning.
Design and build AI on open source: architecture patterns, RAG with vLLM, pgvector and LangGraph, a verdict API with confidence scores, and evals.
Start an AX project SI-style: find where AI fits in existing systems, score use cases, check open-model licenses, set baselines and write requirements.
Replacing a proven rule engine with an AI platform is the riskiest way to adopt AI. Learn why augmenting the else branch delivers coverage without the cost, risk, and disruption of a full rebuild.
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