Calum Murray
@calummurray.bsky.social
CNCF Ambassador, Knative Maintainer. Researching EDA, Serverless, and LLMs.
I've recently been building with the Agent Client Protocol (ACP). I wrote up my thoughts and an overview on the protocol here: www.calummurray.dev/blog/intro-t...
A Developer's Intro to the Agent Client Protocol (ACP)
The Agent Client Protocol standardizes how agents and client programs interact with each other, simplifying the integration of disparate agents and client applications. While this protocol got less at...
www.calummurray.dev
February 5, 2026 at 3:57 PM
I've recently been building with the Agent Client Protocol (ACP). I wrote up my thoughts and an overview on the protocol here: www.calummurray.dev/blog/intro-t...
Reposted by Calum Murray
🚨 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
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
January 31, 2026 at 12:28 AM
🚨 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
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
Reposted by Calum Murray
🎉🤩 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!
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!
January 31, 2026 at 12:28 AM
🎉🤩 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!
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!
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!
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!
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...
www.calummurray.dev
January 30, 2026 at 7:16 PM
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!
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!
If you're looking to get started contributing to open source/cloud native projects, this is a great opportunity!
February 5, 2025 at 9:00 PM
If you're looking to get started contributing to open source/cloud native projects, this is a great opportunity!
Reposted by Calum Murray
This episode features Knative contributor @calummurray.bsky.social on scaling, event-driven architecture, & function-as-a-service for Kubernetes.
Knative is a @cncf.bsky.social incubating project
Knative is a @cncf.bsky.social incubating project
Knative: Serverless and Event Driven Applications with Calum Murray
Interview with Knative Maintainer Calum Murray: Building Scalable Applications on Kubernetes!In this episode, we sit down with Calum Murray, Knative maintain...
buff.ly
December 5, 2024 at 10:05 AM
This episode features Knative contributor @calummurray.bsky.social on scaling, event-driven architecture, & function-as-a-service for Kubernetes.
Knative is a @cncf.bsky.social incubating project
Knative is a @cncf.bsky.social incubating project