Carlos Sanchez

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

[Carlos Sanchez @csanchez]

Packed room for our #KubeCon Japan. #ArgoRollouts with AI Agent orchestration to autofix production issues while safely doing canaries with @kevindubois ありがとうございます

[Carlos Sanchez @csanchez]

I've picked the best week to go on vacation 🙈

[Nick Dobos @NickADobos]

3% of “critical” software security bugs, in all of recorded history, have been found in the last month.

This is on pace to find another ~100,000 bugs this year alone, adding ~26% more vulnerabilities to the all time total

Do you realize how fucking insane that is?

[Carlos Sanchez @csanchez]

Looks legit

[Carlos Sanchez @csanchez]

@vicnastea @julesagent @killedbygoogle I was using it for my self improving demos

[Carlos Sanchez @csanchez]

@DavidPombar Tengo yo uno de esos, están bien para notas. Pero las leyes aplican igual. En España puedes grabar Tus conversaciones, en Alemania no sin permiso del interlocutor

[Carlos Sanchez @csanchez]

@dobleio yo cada vez uso mas un agente global que me pone al tanto, sin mirar tanto agentes individuales

[Carlos Sanchez @csanchez]

I've been running Gemini 4 for a week and it is comparable with Fable in the benchmarks I tried, website migrations, at a lower price. Good stuff

[Sundar Pichai @sundarpichai]

Gemini 4 Argon is here.

It’s available globally today for developers and enterprises in the paid tier of the Gemini API and the Gemini platform, for Ultra subscribers in Google Antigravity, and Ultra and Pro subscribers in the Gemini app and Search.

Hope you all enjoy it!

[Brian Armstrong @brian_armstrong]

We were able to fine tune an open weight model (Qwen3.5-9B) on proprietary internal data at @coinbase, and it out performed frontier models, at much lower cost and speed, for a specialized task (fraud prevention in this case).

I think we'll see more of this pattern inside companies. The frontier models are amazing generalists. But increasingly you'll see specialist models out perform on more narrow tasks, either working on teams, or by themselves.

We're making it easy to fine tune models internally for our employees. We even have a skill for it in our internal harness that makes it easy to spin these up and start training them:

"/fine-tune-and-serve-llm I want to fine-tune Qwen for payments risk review. help me get started"

I imagine we'll have some backend services that could be replaced entirely by this new architecture.

[Carlos Sanchez @csanchez]

@DavidPombar @adrianmg El moat es el contrato con msft con 1000 otras cosas, no voy a hacer el proceso con otra compañía

[Carlos Sanchez @csanchez]

@brunoborges I can see a demo project replacing the control plane with an agent

[Carlos Sanchez @csanchez]

Docker Maven images are now ready for 3.10 on Eclipse Temurin, for Alpine and Ubuntu Resolute. Resolute is also available for all Temurin variants.
Example: maven:3.10.0-eclipse-temurin-27-resolute

[Carlos Sanchez @csanchez]

@MarcosBL @rrazo Solo para cyber security por ahora parece

[Carlos Sanchez @csanchez]

@diegomarino @dei_biz @Tsanummy Marketing más fácil con la A

[Carlos Sanchez @csanchez]

@RetiredSyre This

[Carlos Sanchez @csanchez]

Testing and comparing #Kubernetes sandboxing technologies for AI Agents: agent-sandbox, openshell, substrate, kars

[Carlos Sanchez @csanchez]

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 😀

[Carlos Sanchez @csanchez]

Looks right to me 😃

[Bruno Borges @brunoborges]

Why is #Jev giving a ~0.5 answer to this question instead of a firm "No"?

[Carlos Sanchez @csanchez]

Very interesting comparison of the decision models like Jev

[apolinario (poli) @multimodalart]

Introducing the Decision Index 0.1 ⚖️

a rigorous leaderboard comparing jev with 30+ open weights decision models

35+ benchmarks. asking 130K questions to each model

testing knowledge 🧠, automation ⚙️, understanding 🤔and even creativity 🎨

https://t.co/Su4OXqJwz0

[Carlos Sanchez @csanchez]

This is the big question, what will happen to our existing human-machine interfaces

[Rohan Paul @rohanpaul_ai]

"User interfaces are largely going to go away.

Because the agents speak English, or other languages. You can talk to them. You can say what you want. The UI can be generated.

So I can say, generate me a set of buttons that allows me to solve this problem, and it's generated for you."

- Eric Schmidt is the former CEO of Google.

Today’s websites are designed for humans, with carefully crafted UIs.
But we are probably moving towards UI-less web.

automated bot traffic has already surpassed human activity on the web. with AI agents, this number will explode.

In near future its very plausible that 90% or more of web traffic will be non-human.

Imagine a web with no websites. All your favorite apps are now just databases, queried for information by agents that zip around on your behest.

In a world primarily composed of bots, what happens to websites? Do agents learn to navigate them like a human? Do they go away entirely? 🤔

---

Video from 'Peter H. Diamandis' YT channel

[Carlos Sanchez @csanchez]

@patrickdebois The "business loop" can be experiments/feature flags/longer runs. If business metric does not improve the code needs to be changed/ removed

[Carlos Sanchez @csanchez]

@patrickdebois Great representation. Are feedback loops the factory self learning loops?
Is the "business loop" part of one of them? ie. Did the change increase conversion?

[Carlos Sanchez @csanchez]

@MarkVillacampa 12:20? I am saying it at 13:59

[Carlos Sanchez @csanchez]

@Stephan007 The number of open alternatives is non stop now
https://t.co/ZyiwpwK1i6