System Design
Briefs focused on System Design proofs.
CHOOSE YOUR LENS
Field-level entry points tailored to your role, liability exposure, and architectural discipline.
Capital & Economics
Model retrieved chunk unit economics, evaluate AI platform capital allocation, and escape the infrastructure commodity trap.
Ship Defensible Autonomy
Design asymmetric escalation boundaries, engineer the Friction Vector, and govern probabilistic systems along the Three-Zone Continuum.
Regulated Industry Playbooks
Field-tested governance frameworks for Lending, Healthcare, Fraud Detection, and Claims where individual-level auditability is legally mandatory.
Perimeters, Graphs & Contracts
Orchestrate composite models, enforce deterministic circuit breakers, and instrument lightweight immutable causal decision traces.
Architectural Teardowns
Deep architectural dissections of production systems (Harvey, ChatGPT, Perplexity) separating probabilistic reasoning from fiduciary judgment.
FEATURED ANALYSIS
The New Product Problem Isn't Autonomy. It's Supervision.
Agentic AI changes the fundamental contract of software. Customers no longer just operate an instrument; they grant a system authority to execute work on their behalf. The unit of value in this new paradigm is not...
The EHR Integration Trap: Browser Agents as an Unmanaged Integration Layer
The Multi-Agent Liability Trap: Subcontracting Agency to Autonomous Swarms
The Multi-Agent Illusion: Why More Agents Often Create Less Reliability
Writing Proof-Oriented Product Requirements in a Multi-Agent World
The Architecture of Proof Dispatch
Rigorous, decision-forcing monographs on systems engineering, AI evaluation architectures, and fiduciary governance. Published periodically, zero marketing spam.
FOUNDATIONAL READING CURRICULUM
The four-part systems engineering sequence for senior AI practitioners.
AI Eval Governance Architecture
Constrained optimization, non-negotiable failure envelopes, and four-layer triangulation.
Managing AI-Driven Teams
Evidence-Weighted Authorization, the Three-Zone Continuum, and Goodhart-hardened metrics.
The AI Model Review Playbook
The Promotion Gate Protocol: four sequential verification gates for production AI models.
Explainability vs. Traceability
Eliminating Forensic Debt through lightweight, immutable causal decision tuples.