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
· Oct 15
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'll be speaking at @FOSDEM.org Testing and Continuous Delivery room again next Sunday, showing how to use AI Agents with Kubernetes and Argo Rollouts for Self-Healing Rollouts
January 27, 2026 at 2:56 PM
I'll be speaking at @FOSDEM.org Testing and Continuous Delivery room again next Sunday, showing how to use AI Agents with Kubernetes and Argo Rollouts for Self-Healing Rollouts
Spend some time this holiday building a Tripit data visualization site to play with Google Antigravity. As they killed the API I wanted to ensure I could keep my trip history
January 20, 2026 at 2:35 PM
Spend some time this holiday building a Tripit data visualization site to play with Google Antigravity. As they killed the API I wanted to ensure I could keep my trip history
I’ve been testing Google Antigravity, and the shift from "Co-pilot" to "Manager" is here. 🚀
Unlike traditional AI editors, Antigravity focuses on autonomous missions. My favorite part? The Browser Integration. It’s a game-changer for visual debugging. blog.csanchez.org/2026/01/15/m...
Unlike traditional AI editors, Antigravity focuses on autonomous missions. My favorite part? The Browser Integration. It’s a game-changer for visual debugging. blog.csanchez.org/2026/01/15/m...
January 15, 2026 at 5:35 PM
I’ve been testing Google Antigravity, and the shift from "Co-pilot" to "Manager" is here. 🚀
Unlike traditional AI editors, Antigravity focuses on autonomous missions. My favorite part? The Browser Integration. It’s a game-changer for visual debugging. blog.csanchez.org/2026/01/15/m...
Unlike traditional AI editors, Antigravity focuses on autonomous missions. My favorite part? The Browser Integration. It’s a game-changer for visual debugging. blog.csanchez.org/2026/01/15/m...
Another year, too many talks 🙈 @sessionize.com
January 14, 2026 at 2:35 PM
Another year, too many talks 🙈 @sessionize.com
I was listening to @darinpope.bsky.social @vfarcic.bsky.social about the relevance of GitOps in the age of AI and I still see value on git tracking, but we need a mechanism to merge changes in the cluster made by Agents back to git (or any other backend) and drift detection
DOP 332: 2026 - The Year of Discovery
https://www.devopsparadox.com/episodes/2026-the-year-of-discovery-332/
https://www.devopsparadox.com/episodes/2026-the-year-of-discovery-332/
DOP 332: 2026 - The Year of Discovery
AI in DevOps 2026: Why operations teams resist AI, the future of platform engineering with agents, and why writing code may be the least valuable skill.
www.devopsparadox.com
January 13, 2026 at 8:50 AM
I was listening to @darinpope.bsky.social @vfarcic.bsky.social about the relevance of GitOps in the age of AI and I still see value on git tracking, but we need a mechanism to merge changes in the cluster made by Agents back to git (or any other backend) and drift detection
December 9, 2025 at 7:22 PM
Doing Science! @adobe headquarters
November 18, 2025 at 5:27 PM
Doing Science! @adobe headquarters
"The threat actor—whom we assess with high confidence was a Chinese state-sponsored group—manipulated our Claude Code tool into attempting infiltration into roughly thirty global targets and succeeded in a small number of cases" www.anthropic.com/news/disrupt...
Disrupting the first reported AI-orchestrated cyber espionage campaign
A report describing an a highly sophisticated AI-led cyberattack
www.anthropic.com
November 14, 2025 at 4:09 PM
"The threat actor—whom we assess with high confidence was a Chinese state-sponsored group—manipulated our Claude Code tool into attempting infiltration into roughly thirty global targets and succeeded in a small number of cases" www.anthropic.com/news/disrupt...
Another great quote "Progressive Delivery: delivering what users need when they need it at the least cost and risk to everyone involved"
i am honestly really excited we got the book out. it's been a labour of love. Take advantage of everything we've learned and built in the cloud to ship the right product at the right time to the right user. redmonk.com/jgovernor/pr...
Progressive Delivery, the book, is here
It’s been a long time coming but the book has finally shipped. I am super proud to have worked with my co-authors Adam Zimman, Heidi Waterhouse, and Kimberly Harrison to deliver something that I think...
redmonk.com
November 12, 2025 at 4:20 PM
Another great quote "Progressive Delivery: delivering what users need when they need it at the least cost and risk to everyone involved"
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