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https://github.com/sammcj/sammcj


https://github.com/sammcj/sammcj

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README

          

# Sam McLeod

> Hi I'm Sam 👋🏻

I'm an Engineer in the AI/Platform/Automation/DevOps space.

Currently working as a fully-remote [AI Engineering Principal](https://smcleod.net/cv/) in Melbourne, Australia.

## Contact

- 🌎 [smcleod.net](https://smcleod.net)
- 🐘 [Mastodon](https://aus.social/@s_mcleod)
- 🧑‍💻 [Github](https://www.github.com/sammcj)
- 🦃 [Twitter](https://www.twitter.com/sammcj)
- 👔 [LinkedIn](https://www.linkedin.com/in/sammcj)

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## Latest Blog Posts

From [smcleod.net](https://smcleod.net)

- [Agentic Coding Workflow & Cline Demo](https://smcleod.net/2025/06/agentic-coding-workflow-cline-demo/)
- [Vibe Coding vs Agentic Coding](https://smcleod.net/2025/06/vibe-coding-vs-agentic-coding/)
- [My Plan, Document, Act, Review flow for Agentic Software Development](https://smcleod.net/2025/04/my-plan-document-act-review-flow-for-agentic-software-development/)
- [Comprehensive Guide to LLM Sampling Parameters](https://smcleod.net/2025/04/comprehensive-guide-to-llm-sampling-parameters/)
- [Getting Started with Agentic Systems - Developer Learning Paths](https://smcleod.net/2025/04/getting-started-with-agentic-systems-developer-learning-paths/)
- [The Cost of Agentic Coding](https://smcleod.net/2025/04/the-cost-of-agentic-coding/)
- [The Democratisation Paradox: What History Teaches Us About AI](https://smcleod.net/2025/03/the-democratisation-paradox-what-history-teaches-us-about-ai/)
- [The effects of prompt caching on Agentic coding](https://smcleod.net/2025/03/the-effects-of-prompt-caching-on-agentic-coding/)
- [Agentic Coding - Live Demo / Brownbag](https://smcleod.net/2025/02/agentic-coding-live-demo-/-brownbag/)
- [Bringing K/V Context Quantisation to Ollama](https://smcleod.net/2024/12/bringing-k/v-context-quantisation-to-ollama/)
- [Will AI Take My Job?](https://smcleod.net/2024/11/will-ai-take-my-job/)
- [Generating Diagrams with with AI / LLMs](https://smcleod.net/2024/10/generating-diagrams-with-with-ai-/-llms/)
- [Ingest: Streamlining Content Preparation for LLMs](https://smcleod.net/2024/07/ingest-streamlining-content-preparation-for-llms/)
- [LLM Parameter Playground](https://smcleod.net/2024/07/llm-parameter-playground/)
- [Code, Chaos, and Copilots (AI/LLM Talk July 2024)](https://smcleod.net/2024/07/code-chaos-and-copilots-ai/llm-talk-july-2024/)

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## Github Stats

![Sam's Github stats](https://github-readme-stats.vercel.app/api?username=sammcj&count_private=true)

### Public Repository Stats

![3D Stats](https://raw.githubusercontent.com/sammcj/sammcj/main/profile-3d-contrib/profile-season-animate.svg)