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Carlos Sanchez

@csanchez.org
434 followers 133 following 256 posts

Author of Jenkins Kubernetes plugin. Open Source, Kubernetes, DevOps, Progressive Delivery, and automating all the things @adobe

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Carlos Sanchez @csanchez.org · 18/09/2026
🤔 "Harness choice has little effect on task success rate, but can significantly affect the cost" "A simple harness can be competitive" "Models may perform better with other harnesses than with their own. So it turns out that your Claude models may not need Claude Code…" harnesstax.github.io
harnesstax.github.io
HarnessTax: How Much Does the Harness Matter for Coding Agents?
What does a coding-agent harness actually add, and at what cost? It turns out your Claude models may not need Claude Code… We evaluate 21 model–harness pairs spanning seven models and three harnesses—...
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Carlos Sanchez @csanchez.org · 17/09/2026
Lots of interesting takes here. One thing I miss: the perf factory should also address business outcomes (we are doing that with usage data analysis)
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Carlos Sanchez @csanchez.org · 17/09/2026
Tested Jev to see what the buzz is all about and this is what I found for my generative websites case 🧵 TL;DR: it's not a chatbot. It's a "choice machine." And for the right job, it's stupidly fast, cheap, and accurate No free text generation, ever.
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Carlos Sanchez @csanchez.org · 01/09/2026
My talk "Agentic Sites: Building Hyper Personalized Websites" from AI Engineer SF is now up I show a demo of site content being autogenerated live in under ~1.5 seconds, opening the door to a extremely personalized web experience, while keeping the content on brand www.youtube.com/watch?v=jebp...
youtube.com
Agentic Sites: Building Hyper Personalized Websites — Carlos Sanchez, Adobe
Carlos Sanchez types a request for a coffee machine he can use while camping, and the page assembles itself in under two seconds. Not a search result. A page, with camping appropriate machines,…
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Carlos Sanchez @csanchez.org · 25/08/2026
Giving a try to Google Disco Browser. Interesting concept, site personalization for the individual user is the future. Similar concepts to what we are building with "Audience of One" aka Generative Websites labs.google/disco
labs.google
Disco
Take the web for a fresh spin
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Carlos Sanchez @csanchez.org · 05/08/2026
Big responsibilities in this flight emergency exit "Hold other passengers back from the exit while crew operates to open"
Hold other passengers back from the exit while crew operates to open.
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Carlos Sanchez @csanchez.org · 30/07/2026
Thanks for the feedback too! ありがとうございます #kubecon
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Carlos Sanchez @csanchez.org · 29/07/2026
Packed room for our #KubeCon Japan. #ArgoRollouts with AI Agent orchestration to autofix production issues while safely doing canaries with @kevindubois.com ありがとうございます kubecon-cloudnativecon-japan-2026.sessionize.com/session/1145...
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Carlos Sanchez @csanchez.org · 22/07/2026
こんにちは Next week I'll be at #KubeCon Japan with @kevindubois.com talking about using #ArgoRollouts with AI Agent orchestration to autofix production issues while safely doing canaries. A practical AI actionable use case with low risk! kubecon-cloudnativecon-japan-2026.sessionize.com/session/1145...
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Carlos Sanchez @csanchez.org · 09/07/2026
Back from speaking at @aidotengineer.bsky.social in SF last week and #googleioconnect Berlin just before. Lots of energy and cool (AI) stuff * The self-improving codebase is real * The agentic org chart * Agentic web standards * Agent sandboxing * Open models, training, fine-tuning #AIEngineer
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Carlos Sanchez @csanchez.org · 07/07/2026
I had a chat at AI Engineer with Richard about the future of the web: agentic hyper-personalized sites, WebMCP, MCP Apps, A2A,... #AIEngineer www.latent.space/p/the-websit...
latent.space
The website of the future may assemble itself for every visitor
Adobe is experimenting with “agentic sites” that generate pages around an individual user’s intent. At AIEWF, we talked to Carlos Sanchez about the Web's future.
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Carlos Sanchez @csanchez.org · 06/07/2026
3 days, 2200+km into Oregon. Beautiful
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Carlos Sanchez @csanchez.org · 04/07/2026
My fellow Americans, we have to talk about Dutch Bros. Why? 🤌
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Carlos Sanchez @csanchez.org · 02/07/2026
Is the future of the web chat interfaces? I don't think so presentations.csanchez.org/2026-06_ai_e... #AIEngineer
presentations.csanchez.org
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Carlos Sanchez @csanchez.org · 02/07/2026
My slides from #AIEngineer Agentic Sites: Building Hyper Personalized Websites presentations.csanchez.org/2026-06_ai_e...
presentations.csanchez.org
Agentic Sites: Building Hyper Personalized Websites
Agentic Sites: Building Hyper Personalized Websites
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Carlos Sanchez @csanchez.org · 01/07/2026
Token Billionaires @aidotengineer.bsky.social
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Carlos Sanchez @csanchez.org · 01/07/2026
Building is easier, generating value is still hard
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Carlos Sanchez @csanchez.org · 01/07/2026
Fable is back* *Later today @aidotengineer.bsky.social
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Carlos Sanchez @csanchez.org · 30/06/2026
The future is not 20 terminals, it is better loops. Peter Steinberger @aidotengineer.bsky.social #AIEngineer
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Carlos Sanchez @csanchez.org · 30/06/2026
Very good to see good engineering practices now applied to AI, traffic cloning #progressivedelivery x.com/samhogan/sta...
x.com
Sam Hogan 🇺🇸 (@samhogan) on X
Want to try GLM 5.2 in production but worried how it might change your product? Don’t worry, we got you: 1. Install Inference Gateway (https://t.co/LZqoPEz3Sr) 2. Keep sending traffic to your curren...
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Carlos Sanchez @csanchez.org · 30/06/2026
Token Billionaires @aidotengineer.bsky.social
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Carlos Sanchez @csanchez.org · 29/06/2026
25h to get from Madrid to SF but ready for @aidotengineer.bsky.social, send ☕️ #FML
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Carlos Sanchez @csanchez.org · 25/06/2026
At Google I/O in Berlin this week and AI Engineer World’s Fair in SF next week I will be presenting Adobe frontier work on using fast inference to individualize websites as you visit them - Audience of One of1.live #googleio #aiengineer
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Carlos Sanchez @csanchez.org · 23/06/2026
Testing and comparing #Kubernetes sandboxing technologies for AI Agents: agent-sandbox, openshell, substrate, kars blog.csanchez.org/2026/06/23/t...
blog.csanchez.org
Testing Kubernetes sandboxing technologies
There are several flavours of “give a workload its own isolated runtime on Kubernetes” floating around right now. We wanted a head-to-head comparison — not a slide-deck comparison, but …
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Carlos Sanchez @csanchez.org · 22/06/2026
Life is what happens between tokens budget exhaustion until the next cycle
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Carlos Sanchez @csanchez.org · 17/06/2026
If you’re evaluating different sandbox solutions for #kubernetes, check out playwright-k8s-sandbox to test and experiment with running Playwright in a sandboxed environment. Comparing agent-sandbox, openshell, substrate, and kars
github.com
GitHub - carlossg/playwright-k8s-sandbox: Running playwright in a sandbox in k8s
Running playwright in a sandbox in k8s. Contribute to carlossg/playwright-k8s-sandbox development by creating an account on GitHub.
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Carlos Sanchez @csanchez.org · 08/06/2026
Going live in 20 min 🚀
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Carlos Sanchez @csanchez.org · 06/06/2026
I've burnt 80% of my AI budget for the month in one day building a PoC with #kubernetes agent sandbox and agent substrate. Totally worth it, will post details. And I can always get more budget 😀
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Carlos Sanchez @csanchez.org · 03/06/2026
TIL I ate silk worms one month ago from some friendly Koreans that were sharing their food. I was lost in translation but now I ran the video through Antigravity to extract subtitles and surprise! they were actually tasty 😋 Beondegi 번데기 = silkworm pupae
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Carlos Sanchez @csanchez.org · 26/05/2026
Weekend project: recover a Pentium III to test a Gravis Ultrasound card with Doom and Duke Nukem
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Carlos Sanchez @csanchez.org · 20/05/2026
gemini-cli => antigravity-cli 😒
Gemini CLI is transitioning to the new Antigravity CLI for Google One and unpaid tier (Gemini Code Assist for individuals) users.                                                                             │
│ What's Changing: We are unifying our tools into a single, multi-agent platform called Antigravity, with Antigravity CLI now available. Gemini CLI will stop serving requests for Google One and unpaid tiers  │
│ starting June 18th. Please migrate to Antigravity CLI before this date to avoid disruption to your workflow.                                                                                                  │
│ To learn more visit: https://goo.gle/gemini-cli-migration
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Carlos Sanchez @csanchez.org · 19/05/2026
The generative websites project we've been working on, "Project Page Turner" was showcased on Adobe Summit. Content is personalized for each visitor, an "audience of one". It is amazing what it is possible today with AI, and with faster load time than many internet sites. youtu.be/Dp52Wi4o8Cc?...
youtu.be
Project Page Turner | Adobe Summit 2026 | Adobe
Project Page Turner, led by Paolo Mottadelli, generates real-time, intent-based personalized pages on the fly. It dynamically assembles layouts and messaging based on user signals, while providing…
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Carlos Sanchez @csanchez.org · 28/04/2026
Sometimes feedback from a talk makes you happy 😊 #kubecon @kevindubois.com
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Carlos Sanchez @csanchez.org · 23/04/2026
Not the same as Amundsen, but a nerd event anyway #finnair
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Carlos Sanchez @csanchez.org · 09/04/2026
Greetings from Seoul 🌸🌸🌸🇰🇷
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Carlos Sanchez @csanchez.org · 08/04/2026
KubeCon was a blast, 12k+ people, and the opportunity to catch up with so many colleagues. One talk at ArgoCon with @kevindubois.com and one demo at the Google booth #kubecon
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Carlos Sanchez @csanchez.org · 26/03/2026
This post paints a good view of where we are with AI code generation. The speed of writing code is no longer the problem, and making it faster will not produce results faster andrewmurphy.io/blog/if-you-...
andrewmurphy.io
If you thought the speed of writing code was your problem - you have bigger problems | Debugging Leadership
AI coding tools are optimising the wrong thing and nobody wants to hear it. Writing code was already fast. The bottleneck is everything else: unclear requirements, review queues, terrified deploy cult...
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Carlos Sanchez @csanchez.org · 26/03/2026
Playing with Agent Sandbox, interesting k8s project for running agents but also with primitives like warmpool useful for other workloads
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Carlos Sanchez @csanchez.org · 25/03/2026
Demoing Agentic sites on Google Cloud + Adobe AEM at #kubecon, where pages are built by an #LLM just for you
Agentic sites: building hyper personalized websites
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Reposted by Carlos Sanchez
Christian Hernandez @christianh814.bsky.social · 23/03/2026
Watching as @kevindubois.com and @csanchez.org getting mobbed after their #ArgoCon demo on how AI can detect and remediate deployment issues with Argo Rollouts! @argoproj.bsky.social
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Carlos Sanchez @csanchez.org · 18/03/2026
My mental picture how the Agentic Loop should work fully automated for production products. Built on top of existing practices like DevOps and Progressive Delivery. The agents have autonomy but also guardrails to go all the way. Otherwise we just generate code that gets stuck
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Carlos Sanchez @csanchez.org · 18/03/2026
Goals for #KubeCon next week: learn how other people are most effective with AI, running Agents at scale, how coding fast can become shipping products fast. I have my opinions, but looking forward to yours !
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Carlos Sanchez @csanchez.org · 17/03/2026
Next week I'll be at #KubeCon presenting "Beyond Argo Rollouts: Boosting Developer Experience With Intelligent AIOps" with @kevindubois.com at #ArgoCon and demoing some work on generative websites at the Google Cloud booth, come say hi! colocatedeventseu2026.sched.com/event/2DY3U/... #GDE
colocatedeventseu2026.sched.com
CNCF-hosted Co-located Events Europe 2026: Beyond Argo Rollouts: Boosting Developer...
View more about this event at CNCF-hosted Co-located Events Europe 2026
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Carlos Sanchez @csanchez.org · 14/02/2026
Ah the joys of traveling. Due to strong winds, my flight MAD-LCG does not even attempt landing in LCG, tries SCQ and finally back to MAD
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Carlos Sanchez @csanchez.org · 09/02/2026
Playing with 🧲 @CERN 100m underground #VoxxedDaysCERN
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Carlos Sanchez @csanchez.org · 02/02/2026
Things that happen at #FOSDEM. Met Daniel Stenberg @bagder.mastodon.social.ap.brid.gy the cURL creator
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Carlos Sanchez @csanchez.org · 29/01/2026
Astrological CPU Scheduler. Makes real CPU scheduling decisions based on real-time planetary positions, zodiac signs, and astrological principles. "Because if the universe can influence our lives, why not our CPU scheduling too?" 😆 github.com/zampieriluca...
github.com
GitHub - zampierilucas/scx_horoscope: Astrological CPU Scheduler
Astrological CPU Scheduler. Contribute to zampierilucas/scx_horoscope development by creating an account on GitHub.
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Carlos Sanchez @csanchez.org · 27/01/2026
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
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Carlos Sanchez @csanchez.org · 20/01/2026
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
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Carlos Sanchez @csanchez.org · 15/01/2026
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...
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