Field Notes · Technical Architecture · Houston, Texas
Guides & field notes.
In-depth operational engineering notes, verification pipelines, and architecture teardowns for adopting artificial intelligence across Greater Houston enterprises.
Adopting AI in Greater Houston: Finding the Operational Repeat Loop
Why slide decks and generic chatbots fail in Texas enterprises. A field methodology for isolating high-frequency human repetition in dispatch, routing, and back-office reconciliation.
Deterministic Verification: Why Prompts Fail in Production Systems
A prompt is not a product. How Axiom & Alloy builds deterministic test harnesses and schema validation layers around probabilistic LLMs before output touches customers.
AI for Physical Operations: Laundromats, Route Logistics, and Studios
Real-world systems from the Axiom & Alloy portfolio: dynamic laundromat operations at NxtSpin, route management at UnPile, and assisted film cutting at Motive & Myth.
The Legal Architecture of Operational AI in Texas
Why a brand on a homepage cannot sign an agreement. Structuring operating subsidiaries (Axiom) and holding assets (Alloy) under Texas law for clear customer recourse.
Deploying Autonomous Edge Agents with Cloudflare Workers and MCP
Technical guide to engineering low-latency autonomous agents using Cloudflare Workers AI, Model Context Protocol (MCP), and standard llms.txt interfaces in Greater Houston.
The Houston AI Landscape: Energy, Logistics, Healthcare, and the Software Lab
An exhaustive analysis of artificial intelligence deployment across Greater Houston. Moving past coastal demo culture into mission-critical Texas operations.
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