Hi I'm Sam 👋🏻
I'm an Engineer working in AI, with a 20~ year background in platform engineering and automation
Currently working as a fully-remote AI Engineering Principal in Melbourne, Australia.
- 🌎 smcleod.net
- 🧑💻 Github
- 🐘 Mastodon
From smcleod.net
- OpenSpeccer - OpenSpec Dashboard
- Writing and Reviewing Agent Skills - Common Pitfalls
- Measuring Model Quantisation Quality with KL Divergence
- New Apple Silicon M4 & M5 HiDPI Limitation on 4K External Displays
- The advice I find myself repeating every time someone asks how to get started with Claude Code
- Patching NVIDIA's driver and vLLM to enable P2P on consumer GPUs
- The Role Bridging Problem
- Stop Polluting Context - Let Users Disable Individual MCP Tools
- MCP DevTools
- Agentic Coding Adoption Cost Cycle
- Agentic Coding Workflow & Cline Demo
- Vibe Coding vs Agentic Coding
- My Plan, Document, Act, Review flow for Agentic Software Development
- LLM Sampling Parameters Guide
- Getting Started with Agentic Systems - Developer Learning Paths
