Carlos Sanchez
@csanchez.org
Author of Jenkins Kubernetes plugin. Open Source, Kubernetes, DevOps, Progressive Delivery, and automating all the things @adobe
Pinned
Carlos Sanchez
@csanchez.org
· 28d
Self Healing Rollouts: Automating Production Fixes with Agentic AI & Argo Rollouts by Carlos Sanch
YouTube video by Devoxx
youtu.be
My @devoxx.com talk "Self-Healing Rollouts" is up: auto creating issues from @argoproj.bsky.social Rollouts canary failures, that get in turn auto-fixed by code assistants like Google Jules or GitHub Copilot and then re-deployed 🤯 (second half is all demo) #devoxx #argo
youtu.be/ABjIUw7ojiU?...
youtu.be/ABjIUw7ojiU?...
I think we have found the #kubecon swag winner @minimus.io
November 11, 2025 at 9:50 PM
I think we have found the #kubecon swag winner @minimus.io
November 11, 2025 at 3:02 PM
66% @Kubernetes.io users are using the Argo Project @argoproj.bsky.social #kubecon #argocon #kubernetes
November 10, 2025 at 7:20 PM
66% @Kubernetes.io users are using the Argo Project @argoproj.bsky.social #kubecon #argocon #kubernetes
Reposted by Carlos Sanchez
Not the worst sunrise to get a busy day started at #KubeCon #CouldNativeCon co-located events day! Looking forward to my session with @csanchez.org about autonomous AI driven rollout fixes at #ArgoCon this afternoon. If you're around, make sure to stop by and say hi 😃. #Atlanta
November 10, 2025 at 11:50 AM
Not the worst sunrise to get a busy day started at #KubeCon #CouldNativeCon co-located events day! Looking forward to my session with @csanchez.org about autonomous AI driven rollout fixes at #ArgoCon this afternoon. If you're around, make sure to stop by and say hi 😃. #Atlanta
The dreaded 4x Security check by American Airlines 🙀 4x safer now 🙈
November 5, 2025 at 11:52 AM
The dreaded 4x Security check by American Airlines 🙀 4x safer now 🙈
My current AI assisted development workflow:
* start from some high level ideas
* ask cursor to create a plan
* human review of plan
* Cursor to split plan in chunks and create a GitHub issue for each and assign to Copilot
* human review of PRs
* start from some high level ideas
* ask cursor to create a plan
* human review of plan
* Cursor to split plan in chunks and create a GitHub issue for each and assign to Copilot
* human review of PRs
November 4, 2025 at 2:54 PM
My current AI assisted development workflow:
* start from some high level ideas
* ask cursor to create a plan
* human review of plan
* Cursor to split plan in chunks and create a GitHub issue for each and assign to Copilot
* human review of PRs
* start from some high level ideas
* ask cursor to create a plan
* human review of plan
* Cursor to split plan in chunks and create a GitHub issue for each and assign to Copilot
* human review of PRs
Self-Healing Rollouts: Automating Production Fixes with Agentic AI and Argo Rollouts
How to auto create issues from @argoproj.bsky.social Rollouts canary failures, that get in turn auto-fixed by code assistants like Google Jules or GitHub Copilot, then re-deployed 🤯
buff.ly/X2gWreQ #devoxx #argo
How to auto create issues from @argoproj.bsky.social Rollouts canary failures, that get in turn auto-fixed by code assistants like Google Jules or GitHub Copilot, then re-deployed 🤯
buff.ly/X2gWreQ #devoxx #argo
Self-Healing Rollouts: Automating Production Fixes with Agentic AI and Argo Rollouts
Rolling out changes to all users at once in production is risky—we’ve all learned this lesson at some point. But what if we could combine progressive delivery techniques with AI agents to aut…
blog.csanchez.org
October 22, 2025 at 4:35 PM
Self-Healing Rollouts: Automating Production Fixes with Agentic AI and Argo Rollouts
How to auto create issues from @argoproj.bsky.social Rollouts canary failures, that get in turn auto-fixed by code assistants like Google Jules or GitHub Copilot, then re-deployed 🤯
buff.ly/X2gWreQ #devoxx #argo
How to auto create issues from @argoproj.bsky.social Rollouts canary failures, that get in turn auto-fixed by code assistants like Google Jules or GitHub Copilot, then re-deployed 🤯
buff.ly/X2gWreQ #devoxx #argo
My @devoxx.com talk "Self-Healing Rollouts" is up: auto creating issues from @argoproj.bsky.social Rollouts canary failures, that get in turn auto-fixed by code assistants like Google Jules or GitHub Copilot and then re-deployed 🤯 (second half is all demo) #devoxx #argo
youtu.be/ABjIUw7ojiU?...
youtu.be/ABjIUw7ojiU?...
Self Healing Rollouts: Automating Production Fixes with Agentic AI & Argo Rollouts by Carlos Sanch
YouTube video by Devoxx
youtu.be
October 15, 2025 at 10:23 AM
My @devoxx.com talk "Self-Healing Rollouts" is up: auto creating issues from @argoproj.bsky.social Rollouts canary failures, that get in turn auto-fixed by code assistants like Google Jules or GitHub Copilot and then re-deployed 🤯 (second half is all demo) #devoxx #argo
youtu.be/ABjIUw7ojiU?...
youtu.be/ABjIUw7ojiU?...
October 10, 2025 at 9:37 AM
I think @glaforge.dev is in 50% of @devoxx.com sessions 😂
October 8, 2025 at 3:10 PM
I think @glaforge.dev is in 50% of @devoxx.com sessions 😂
Some times contributing to OSS gives back joy in the smallest of things
September 22, 2025 at 1:35 PM
Some times contributing to OSS gives back joy in the smallest of things
The conference season resumes soon with #Devoxx Belgium, with a new talk
"Self-Healing Rollouts: Automating Production Fixes with #Agentic #AI & #Argo Rollouts"
m.devoxx.com/events/dvbe2... @devoxx.com
"Self-Healing Rollouts: Automating Production Fixes with #Agentic #AI & #Argo Rollouts"
m.devoxx.com/events/dvbe2... @devoxx.com
August 26, 2025 at 1:35 PM
The conference season resumes soon with #Devoxx Belgium, with a new talk
"Self-Healing Rollouts: Automating Production Fixes with #Agentic #AI & #Argo Rollouts"
m.devoxx.com/events/dvbe2... @devoxx.com
"Self-Healing Rollouts: Automating Production Fixes with #Agentic #AI & #Argo Rollouts"
m.devoxx.com/events/dvbe2... @devoxx.com
Happy #cTENcf!
Almost 11 years since my #FirstContribution to @cncf.bsky.social projects
#ContribCard #CNCF10 contribcard.cncf.io/carlossg
Almost 11 years since my #FirstContribution to @cncf.bsky.social projects
#ContribCard #CNCF10 contribcard.cncf.io/carlossg
August 12, 2025 at 3:32 PM
Happy #cTENcf!
Almost 11 years since my #FirstContribution to @cncf.bsky.social projects
#ContribCard #CNCF10 contribcard.cncf.io/carlossg
Almost 11 years since my #FirstContribution to @cncf.bsky.social projects
#ContribCard #CNCF10 contribcard.cncf.io/carlossg
Outage today due to #yaml duplicated keys overriding each other. This will make @brunoborges.bsky.social day #fml 🤦
August 7, 2025 at 10:33 AM
Outage today due to #yaml duplicated keys overriding each other. This will make @brunoborges.bsky.social day #fml 🤦
Reposted by Carlos Sanchez
Experimentation was often considered a technical luxury. Now it's a business necessity.
Rapid experimentation to delight customers is very interesting.
We switched to do this for a while now and it gives a different perspective.
Great to hear validation from Laura!
We switched to do this for a while now and it gives a different perspective.
Great to hear validation from Laura!
What happens with time savings thanks to AI tools? This is where things get really weird...
Laura Tacho is the CTO at DX, and lives and breathes developer productivity. We talk about how to separate signal from noise, and what data today tells us about AI tools and developer efficiency.
Laura Tacho is the CTO at DX, and lives and breathes developer productivity. We talk about how to separate signal from noise, and what data today tells us about AI tools and developer efficiency.
July 24, 2025 at 2:28 PM
Experimentation was often considered a technical luxury. Now it's a business necessity.
Rapid experimentation to delight customers is very interesting.
We switched to do this for a while now and it gives a different perspective.
Great to hear validation from Laura!
We switched to do this for a while now and it gives a different perspective.
Great to hear validation from Laura!
What happens with time savings thanks to AI tools? This is where things get really weird...
Laura Tacho is the CTO at DX, and lives and breathes developer productivity. We talk about how to separate signal from noise, and what data today tells us about AI tools and developer efficiency.
Laura Tacho is the CTO at DX, and lives and breathes developer productivity. We talk about how to separate signal from noise, and what data today tells us about AI tools and developer efficiency.
July 24, 2025 at 2:17 PM
Rapid experimentation to delight customers is very interesting.
We switched to do this for a while now and it gives a different perspective.
Great to hear validation from Laura!
We switched to do this for a while now and it gives a different perspective.
Great to hear validation from Laura!
Never thought this day would arrive but today I need a cable that is not in the Big Box of Cables™ accumulated over the last decades
July 17, 2025 at 1:35 PM
Never thought this day would arrive but today I need a cable that is not in the Big Box of Cables™ accumulated over the last decades
👍Any other way makes as much sense as writing compilable code from memory in a whiteboard
Shopify doesn't ban using AI tools in their coding interviews: they actually encourage them. From Head of Engineering Farhan Thawar in a live The Pragmatic Engineer podcast recording:
Full: www.youtube.com/watch?v=u-3I...
Spotify: open.spotify.com/show/2Bho9xC...
Full: www.youtube.com/watch?v=u-3I...
Spotify: open.spotify.com/show/2Bho9xC...
July 7, 2025 at 8:47 PM
👍Any other way makes as much sense as writing compilable code from memory in a whiteboard
A lot of interest from @googlecloud to sell to @apache.org 🤦♂️
July 2, 2025 at 7:10 PM
A lot of interest from @googlecloud to sell to @apache.org 🤦♂️