What we’re about
Welcome Developers, System Engineers, DevOps professionals, Solution Architects, and Technology Leaders building systems at scale.
SystemsAtScale is a community for people who design, build, operate, and secure modern systems across Cloud, DevOps, SRE, Platform Engineering, Kubernetes, AI/ML infrastructure, and distributed systems.
We believe that real learning happens when things break.
That’s why we promote a blameless culture—where failures, incidents, and outages are openly discussed to extract deep technical and organizational lessons.
Our sessions, meetups, and discussions focus on:
- Real-world system failures and recovery stories
- Scaling challenges in infrastructure, platforms, and teams
- Reliability, security, performance, and cost at scale
- What didn’t go well—and how it was fixed
Everyone - regardless of race, gender, sexual orientation, religion, or any other personal characteristic - is welcome to come, speak and volunteer at SystemsAtScale. We are committed to fostering an inclusive global community.
👉 Stay connected with SystemsAtScale
Join our WhatsApp group to get event updates, share ideas, and discuss real-world systems at scale:
https://lnkd.in/eP3wr_KG
Upcoming events
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Systems At Scale Meetup #01 - Pune
Red Hat India Private Limited, Red Hat India Private Limited, Level 3, Tower 6, Magarpatta Inner Circle, Cybercity, Magarpatta, Hadapsar, Pune, Maharashtra 411, Pune, INHello SystemsAtScale Community Members,
🚨 Models fail. Pipelines break. Costs explode.
Whether it’s data drift silently killing accuracy, a broken training pipeline hours before release, or a production model behaving very differently than expected—these moments define real MLOps teams.
At SystemsAtScale, we believe real learning happens when things break.
That’s why our first meetup focuses on MLOps at Scale, with a strong emphasis on blameless culture, real incidents, and production learnings.
Let’s come together to openly discuss what went wrong, why it happened, and how teams fixed it—without blame, just learning.
🔍 What to Expect at the Event :
✅ Practical MLOps Sessions
Two speakers will deliver applied MLOps sessions covering real-world architectures, tooling, and production challenges.
🔥 Real-Life MLOps Incident Stories
Two speakers will share memorable MLOps failures from production—covering:
- Root cause analysis
- Business & system impact
- Key technical and organizational takeaways
🗓️ Agenda :
09:30 AM – Doors Open
10:10 AM – Welcome & Introduction (SystemsAtScale)
10:15 AM – Session I – Announce soon
10:55 AM – Session II – Announce soon
11:40 AM – Break
12:10 PM – Session III – Announce soon
12:50 PM – Session IV – Announce soon
01:30 PM – Closing Note
01:45 PM – Doors Close
👉 Stay connected with SystemsAtScale
Join our WhatsApp group to get event updates, share ideas, and discuss real-world systems at scale: https://chat.whatsapp.com/INgVa4BShNZ7lKi0IaxlqM
Looking forward to learning, failing, and scaling—together.
Thanks,
Akshay Ithape
Organizer – SystemsAtScale164 attendees
Past events
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