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What I'm currently focused on. Updated August 2026.
Leading DevOps and cloud infrastructure at a major financial services company. Currently focused on integrating AI agents into our engineering workflows and exploring how autonomous systems can transform infrastructure operations at enterprise scale.
Building and maintaining cloud infrastructure across AWS and Azure, with a focus on self-healing systems, cost optimization, and security automation.
Just published the most honest post I have written: an AI wrote my 86 free tools, then I made it hunt its own bugs, and it found 60. Alongside it: a field guide to Claude Code subagents, when to spawn and when to stay single-threaded, and an argument that vibe coding is fine but vibe infrastructure will page you at 3 AM.
From July, the pair on the biggest debate in AI tooling: MCP servers vs. Agent Skills, and why context engineering is just FinOps for your AI agent.
Deep-diving into AI agent architectures, how autonomous coding agents work, their limitations, and how to build reliable agentic workflows for infrastructure management.
Exploring RAG (Retrieval Augmented Generation) patterns for DevOps knowledge bases and incident response automation.
Maintaining Awesome DevOps AI, now at 219 curated AI tools and growing weekly. The 60-day update is in this post.
Also actively shipping the Self-Healing Infrastructure toolkit, Claude Code DevOps Toolkit, and the RAG Ops Knowledge Base.
Shipped 90 free browser-based AI & DevOps tools. No sign-up, no tracking. 89 of the 90 run 100% client-side; the Weather Widget queries the free Open-Meteo API.
New this month: the Claude Code Context Auditor, Terraform Plan Analyzer, Agent SKILL.md Builder, and the AGENTS.md Converter + Bloat Linter. Earlier: the CLAUDE.md Generator, Claude Code Hooks Builder, and the Postgres EXPLAIN index recommender.
The future of software engineering in the age of AI. How the industry will adapt when AI can handle the majority of coding tasks. What it means for economic structures when knowledge workers are displaced at scale.
Self-sufficiency, real-world skills, and what it means to be prepared for a rapidly changing world.
This is a /now page. Last updated: August 2026.