Sylvain Kalache
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sylvainkalache.bsky.social
Sylvain Kalache
@sylvainkalache.bsky.social
Leading the AI Labs @rootly.com - Former LinkedIn SRE and Founder of Holberton School
Reposted by Sylvain Kalache
While the actual usefulness of LLMs is still debated, one thing is certain: engineers are being asked to do more with less.

By @sylvainkalache.bsky.social
Will LLMs and Vibe Coding Fuel a Developer Renaissance?
While the actual usefulness of LLMs is still debated, one thing is certain: engineers are being asked to do more with less.
bit.ly
July 14, 2025 at 11:30 AM
Join us for a roundtable conversation "From Weak Signals to Confident Fixes"

We’ll tackle everything from cutting alert noise to discussing underrated and overrated alert signals, as well as bug validation workflow before triggering an incident.

Happening tomorrow at 12PM ET lu.ma/aq5mp94m
Rootly Roundtable: From Weak Signals to Confident Fixes · Zoom · Luma
This roundtable will explore best practices for filtering weak signals from alert noise, enriching alerts with automated ownership context, and streamlining…
lu.ma
June 17, 2025 at 7:15 PM
Reposted by Sylvain Kalache
MLOps got you down? Sick of wrestling with Dockerfiles?

@sylvainkalache.bsky.social unpacks a streamlined approach to MLOps, showing you how to automate your training pipeline with a clean, reproducible, and cloud-native workflow.
Automate Models Training: An MLOps Pipeline with Tekton and Buildpacks | Towards Data Science
A step-by-step guide to containerizing and orchestrating an ML training workflow without the Dockerfile headache, using a lightweight GPT-2 example.
towardsdatascience.com
June 11, 2025 at 12:06 AM
🧲 Microsoft and Google report that AI writes 30% of their code. Is AI-assisted coding becoming an incident magnet?

Are SREs about to be overwhelmed with the volume and complexity of incidents?

That’s what I explore in my latest for @leaddev.com leaddev.com/software-qua...
Is AI-assisted coding an incident magnet?
Now that AI-assisted code is making its way into systems, should we be worried about how it affects SRE?
leaddev.com
May 19, 2025 at 8:33 PM
Reposted by Sylvain Kalache
SREs: not all traffic drops are outages. Sometimes it’s Diwali. Or the World Cup.

@rootly.com's digging into that with LLMs- check out what their Head of Devrel @sylvainkalache.bsky.social had to say about it at KubeCon.
April 8, 2025 at 3:23 PM
There's been a lot of controversy with the launch of Llama 4 and its performance. So we decided to do our own benchmark, and here is what we found:
April 14, 2025 at 4:22 PM
Just finished building @rootly.com MCP server: go from incident to resolution in under a minute. ⏱️

-Plug it into your IDE
-Import an incident in Cursor’s chat
-Cursors investigate the issue based on the metadata
-Cursors suggest a fix, review, and save

github.com/Rootly-AI-La...
March 19, 2025 at 4:34 PM
Are you going to #SREcon Americas? I’ll be there with @rootly.com, let’s meet! (4 ways)

🕹️ Join our SRECon Arcade Happy Hour with our friends
@sentry.io, Stanza, and Cortex
lu.ma/hid3pwq4
🎮 SRECon Arcade Happy Hour - Presented by Rootly x r/SRE x Sentry x Stanza x Cortex 🍻 · Luma
What’s the Vibe? This is THE afterparty for everyone at SRECon. Whether you’re an SRE, platform engineer, or just passionate about reliability, you’re invited…
lu.ma
March 6, 2025 at 3:24 PM
Join me for the next @rootly.com Roundtable to discuss AI in Incident Management.

Note: we won’t share a video recording of the event, like Las Vegas: what happens at the roundtable stays at the roundtable 😉
lu.ma/march_rootly...
Rootly Roundtable: The State of AI in Incident Management · Zoom · Luma
Join us for a Rootly Roundtable on Thursday, March 6th, at 12:00 pm ET. Rootly Roundtables are exclusive, invite-only discussions that bring together the best…
lu.ma
March 4, 2025 at 4:31 PM
🔥 I’ve joined @rootly.com, where I will lead developer relations and the AI Lab.

📈 My first project was a hackathon distilling DeepSeek R1 and proving it could outperform GPT-4o and Llama 3 on system log analysis

Read more 👇
rootly.com/blog/classif...
Rootly | Classifying Error Logs with AI: Can DeepSeek R1 Outperform GPT-4o and Llama 3?
Sylvain Kalache | Can a smaller AI model outperform a larger one? A distilled version of DeepSeek R1 (70B) outperformed Llama and nearly matched GPT-4o in classifying error logs. These results sugges...
rootly.com
February 19, 2025 at 8:07 PM
Obviously, @MistralAI promoted how good Le Chat is at finding food pairings for wine 🇫🇷.

That should be included in all model benchmarks.
February 7, 2025 at 5:18 PM
Heard about Flux? The incubating @cncf.bsky.social project simplifies continuous delivery for K8s and strengthens supply chain security.

In this episode of @thelandscape.bsky.social, Flux maintainer @stefanprodan.com shares his favorite feature and more
Flux: GitOps Delivery Solution
Flux is a GitOps tool that solves continuous delivery at scale for Kubernetes users with a focus on supply chain security. It is a collection of tools that r...
buff.ly
December 3, 2024 at 10:52 PM
In this episode with @joaquimrocha.com, we speak about Headlamp.

The sandboxed @cncf.bsky.social project provides a powerful and flexible UI for Kubernetes.🚀

Watch the full episode 👇
Headlamp: Extensible multi-cluster Kubernetes user interface
The CNCF project Headlamp is a versatile, user-friendly UI for managing Kubernetes clusters. Bart and Sylvain speak to Joaquim Rocha, and they cover Headlamp...
buff.ly
December 3, 2024 at 5:18 PM
Perses, a sandboxed @cncf.bsky.social porject, provides standards for visualization and dashboards for metrics monitoring.

@schabell.org is sharing everything you need to know about the project
December 2, 2024 at 10:51 PM
Looking for where to store your AI assets? Harbor - the @cncf.bsky.social incubating project - might be what you are looking for.

Learn more from Harbor maintainer Vadim Bauer by watching the full episode 👇
December 2, 2024 at 5:18 PM
View from Hawaii Diamond Head
November 14, 2024 at 4:56 PM