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All posts are for entertainment purposes only. Opinions are entirely my own.
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Teaching AI Agents to Find Your Code
I’ve been thinking about a problem that every large engineering organisation will hit as AI agents become a standard part of the development workflow. You give an agent a business requirement (“add a status field to the refund flow”) and it confidently modifies the wrong service. The code compiles, the tests pass, the PR looks…
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Running an AI Agent on Your Own GPU: A Practical Walkthrough
There’s something satisfying about running a large language model on your own hardware. No API keys, no usage limits, no data leaving your machine. Just your GPU, some Docker containers, and a surprisingly capable AI sitting right there on localhost. Continue reading Running an AI Agent on Your Own GPU: A Practical Walkthrough→
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Running Kiro CLI in Docker with MicroK8s
For those using Agentic command line tools in development workflows, running them in containers on MicroK8s offers useful benefits: sandboxed execution, automated scheduling, and environment consistency. I walk through the approach in my latest post. Continue reading Running Kiro CLI in Docker with MicroK8s→