Insights / Notes from the studio

Some things are worth thinking about.

Notes on operations, security, and the systems that have to hold up in production.

Sound waves and digital signal processing representing a production Voice AI stack

Featured · AI Engineering · 16 September 2026

Building a Production Voice AI Stack: Architecture, Latency & Real-Time Orchestration

A practical engineering guide to building production voice AI systems, covering realtime architecture, ASR, LLMs, TTS, orchestration, interruptions, latency, observability and failure handling.

Server racks and network infrastructure representing AI governance controls

AI Governance · 25 July 2026

From AI Policy to AI Control: Engineering Governance for the Age of Autonomous Systems

Why responsible-AI principles are not enough on their own, and what it takes to turn governance into something a production system can actually enforce.

Hand selecting a node in a connected network, representing controlled agent tool access

AI security · 13 August 2026

How do you secure an AI agent's tool access?

If an agent can read files, run code, or call the public internet, that is a permission grant. Treat it like one.

Semi trucks on a highway representing live fleet operations

Operations · 13 August 2026

What is fleet telematics AI?

Live position is table stakes. The useful system flags the exception while the vehicle is still on the road.

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