Insights

Notes from the
build.

Practical, opinionated writing on shipping secure AI chat and voice agents in regulated industries — HIPAA architectures, LLM guardrails, voice-agent latency, and the things we learn in the wild.

Coming soon Draft · in review

Red-teaming an LLM agent before production

A concrete playbook mapped to the OWASP Top 10 for LLM Applications: prompt-injection payloads, tool-abuse tests, data-exfiltration probes, and how to score what you find.

Publishing shortly ·
Coming soon Draft · in review

DPDP Act 2023: what actually changes for AI agents

A practical read of India's new data-protection law for teams building conversational AI — consent, purpose limitation, cross-border transfer, and the Data Principal-rights workflows you'll need to bolt onto your agent.

Publishing shortly ·
Coming soon Draft · in review

Voice-agent latency budget: hitting 800ms end-to-end

Where the milliseconds actually go — STT, first-token, TTS chunking, network — and how to design an agent architecture that stays under one perceivable second on Bedrock or Azure.

Publishing shortly ·