Blog

Deep dives into enterprise architecture, agentic AI, resilient systems, and lessons from 30+ years building at scale — from machine shops to Fortune 100 platforms.

Agents Are Firmware

The most useful thing I can tell you about my agent platform is a three-layer sentence: purpose-built capabilities atop a purpose-blind kernel, with resident firmware between them delivering the governance. The ninth look at Orreth — and the razor that keeps the layers honest: what you may change in prod.

Aug 19, 2026

The Universe That Emails You When It Dies

Yesterday my agent universe sent me an email. Three, actually — one about its own death, one about a tampered file on the open web, one about a decision that had waited twenty-two days. The eighth look at Orreth: a witness the dead can't silence, and a bell that asks consent before it rings.

The Library That Argues With Itself

Every RAG diagram is the same pipeline — and pipelines assume there is one right way to remember. The seventh look at Orreth: seven retrieval strategies as projections over one signed truth, a tournament that grades them on axes none of them control, and a promotion only a human's signature can make law.

The Agent That Never Stops Improving

We deploy our smartest agents at their peak and call the decay maintenance. The sixth look at Orreth: keep the loop fixed and let the world it reaches grow — versioned skills, a tournament that argues its own improvement, and a graduation pipeline that is never silently dumber.

Self-Improving Systems

AI Governance

Multi-Agent Systems

AI Memory

The End of the Context Window

The context window is the most expensive apology in software. The fifth look at Orreth: stop carrying the world to the mind — keep the world outside, signed and tiered, and hand each thought only the slice it has earned.

The Rug-Pull Door: A Structural Answer to MCP Tool Poisoning

CVE-2025-54136 is the rug pull: a clean MCP tool at approval, silently swapped after. Scanners detect it. We built the door that refuses it — tools as identities with hash-pinned manifests, quarantine on drift, and a recall for everything the tool ever taught your agents.

The Universe Grew a Mind

The fourth look at Orreth: the same governed universe rendered as a living brain — reflexes below deliberation, a conscience at the bedside, and a mind you can watch think.

The Spacetime Window

The most valuable minute in your enterprise is the one you just lost. The third look at Orreth: a live, navigable, verified cross-section of a whole world — and the reason to build it.

Enterprise Architecture

AI Governance

Observability

The Org Chart That Runs Itself

We have hired a workforce of geniuses and given them no company to work in. The second look at Orreth: why scaling AI is an organization problem, not an intelligence problem.

Enterprise Architecture

Multi-Agent Systems

The Amnesiac Genius

We have built agents that reason like specialists and forget like goldfish. Why agentic AI needs memory — not a bigger window. An introduction to Orreth.

Giving the Single Pane of Glass Hands: Why I Built CortexObserver

In 1999 I bet I could run an entire enterprise from one screen. It took 25 years in identity and security — and a new kind of teammate — to finally win it. This is the story of CortexObserver: a governed AI workforce you command in plain English.

Building Resilient Systems: Lessons from PayPal's Transaction Pipeline

What 12 years of operating at 99.999% uptime across billions of dollars in transaction volume taught me about building systems that refuse to fail.

The Agentic AI Revolution: Why LangGraph Changes Everything

How the shift from prompt-response to agentic orchestration is reshaping what's possible in enterprise AI — and what I'm building with it.

Deterministic Agentic Risk Response: Governing AI Ecosystems at Enterprise Scale

How centralized MCP farms, lifecycle intelligence, and deterministic state machines converge to create controllable, auditable, enterprise-grade agentic architectures — and why that matters more than any individual model.

Feb 20, 2025

14 min read

Enterprise Architecture

More articles coming soon. Topics in the pipeline: agentic orchestration patterns, pgvector at scale, and building AI systems that earn trust.