Engineering and management, both halves
From time-series anomaly detection to root-cause ontologies; from a 60-person org to AI-first development. Notes on intelligent operations, applied LLM systems and leading engineers.
Latest writing
All 4 →Reading Notes on Heavenly Arcana
The internal sense of several sections of Heavenly Arcana — dwelling alone, the order of heaven, trees and perception — and some reflection on the self.
7 min read#Heavenly Arcana#Swedenborg#Internal Sense
Building an Autonomous AIOps Platform with a Root-Cause Ontology
Why most AIOps stalls at "showing you a root cause" and never reaches "closing the loop automatically" — and what the ontology step actually costs.
10 min read#AIOps#Ontology#Root Cause Analysis
A Multi-Agent Data Analysis System: Why We Chose DSPy
Evaluation first. The thing that breaks multi-agent systems is not orchestration — it's not knowing when they quietly got worse.
9 min read#LLMs#Multi-Agent Systems#DSPy
Rebuilding a Church Site: An Engineering Exercise in Patience
Not to ship it, and not to make money from it. Just to build one old thing properly, start to finish, with my own hands.
9 min read#Rewriting#Performance#Long-Term Craft