Writing
Thoughts on distributed systems, engineering leadership, and building with AI.
Hot-Patching in the Agentic CVE Age
7 min
When exploit development moves faster than patch cycles, kernel livepatching can buy time. A practical, agent-assisted workflow with strict verification and a human making the final call.
#Security#Linux#AI#Kernel Livepatching#Agentic Engineering
Context Engineering: The Skill That Actually Matters for LLM Applications
8 min
Prompt engineering gets all the attention. Context engineering is where the real leverage is. Here's how to think about it.
#AI#LLM#RAG#Engineering#Context Engineering
Building an AI-Native Engineering Platform
12 min
How we integrated Claude Code, local LLMs, and retrieval-augmented generation into daily engineering workflows at Edgecast Cloud (Sovren Technologies) — and what actually worked in production.
#AI#Engineering#Claude#RAG#Agentic Systems
Acquiring Triton DataCenter from Samsung
10 min
What it takes to acquire an open-source infrastructure platform from a semiconductor giant, and what happens after you do.
#Open Source#Acquisition#Triton#SmartOS#Cloud