Writing
2026
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End-to-end deployment monitoring in Umbraco
How I gave my agent eyes on production deploys with git tags, the Umbraco CLI and a deploy-watch skill.
- AI
- Agentic Engineering
- Umbraco
- Developer Tools
-
The better you know the outcome, the better your agent can build
Why outcome clarity is the real leverage point in agentic engineering.
- AI
- Agentic Engineering
- Product Management
-
Are LLMs a dead end?
Have we hit a plateau with LLMs, and do we need a different type of model to achieve human level intelligence?
- LLM
- World Models
- Yann LeCun
- Demis Hassabis
-
Why I built an agent-first CLI for Umbraco
How I designed the Umbraco CLI as an operating surface for agents.
- AI
- Agentic Engineering
- Umbraco
- Developer Tools
-
Ship first, ask questions later
Thoughts on shipping fast, learning from reality, and iterating with intent.
- product
- shipping
- AI
- Agentic Engineering
2025
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Year-end reflection: building, shipping, and rethinking how we work with AI
Looking back on 2025: how agentic AI went from experiment to everyday workflow, and what I learned along the way.
- Agentic development
- AI
- Codex
- Claude Code