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Writing
Notes on the systems I build and break, with the measurements attached.
- AI Security4 min read
Your AI Guardrail Doesn't Speak Swahili
I built a 44-prompt adversarial suite with a Kenyan PII corpus and a Swahili/Sheng attack corpus, and ran it against commercial guardrail products sold as multilingual. The best one blocked 21 of 44, and the configuration that scored higher was the worse product.
GuardrailsPrompt InjectionPromptfooLow-Resource Languages - AI & Machine Learning2 min read
Building AI-Powered Applications with Next.js and Vector Search
Learn how to integrate vector search and AI into your Next.js applications for intelligent, context-aware features. A practical guide with real-world examples.
Next.jsAIVector SearchPython - Cybersecurity4 min read
Building Distributed Threat Intelligence at Scale
How we architected a CTI platform to process 100K+ daily events using Python, PostgreSQL, vector search, and AI/ML. A deep dive into distributed systems, performance optimization, and real-time threat analysis.
Threat IntelligenceDistributed SystemsPythonVector Search