iiinova — where your digital self keeps evolving

Calum Murray @calummurray.bsky.social · 04/08/2026

Last Friday I upgraded the Kubernetes MCP Server to the 2026-07-28 spec, it was a very simple upgrade using the official golang MCP SDK. If you are using the Golang SDK, update to the newest version!

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Calum Murray @calummurray.bsky.social · 02/07/2026

Excited to be joining the first AAIF Ambassador cohort! 138 open source AI community leaders across 41 countries. As a current CNCF Ambassador as well, will be focusing on CNCF/AAIF collaboration @aaif.io @cncf.io #AAIFAmbassador #CNCFAmbassador

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Reposted by Calum Murray

KCD Toronto @kcd-toronto.bsky.social · 31/01/2026

🚨 Friendly reminders!!! 1. CFP is still open until Feb 16 at 11:59 PM ET — if you’ve been thinking about submitting, this is your sign. (Link in comments!) 2. 🎟️ Tickets are officially on sale, and we’d love to see you there. (Link in comments!) #KCDToronto #CloudNative #Kubernetes

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Reposted by Calum Murray

KCD Toronto @kcd-toronto.bsky.social · 31/01/2026

🎉🤩 Excited to welcome our newest sponsor: @tremolo.io!! They’ve been incredibly supportive of the cloud-native community. 💜💜 Fun Fact: Tremolo has been a part of the KubeHuddle events in 2023 and 2024 and has been a huge pillar in Toronto!

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Calum Murray @calummurray.bsky.social · 30/01/2026

I recently wrote a blog on how I would use AI if I was a student/intern now: www.calummurray.dev/blog/using-a... TL;DR: if you are a student, don't use AI to code, use AI to help learn how to code. Let me know what you think!

calummurray.dev

How I Would Use AI if I Was A Student Today

Despite its widespread adoption and hype, I do not think students should use AI for coding. However, I do think that there is value for students to be using AI to support learning software development...

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Calum Murray @calummurray.bsky.social · 05/02/2025

If you're looking to get started contributing to open source/cloud native projects, this is a great opportunity!

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