musana.engineering
@musana.engineering
Platform Engineering Lead at Redpoint Global - Passionate about Kubernetes, Cloud and Platform Engineering
Blog: https://musana.engineering
Home: https://California
Blog: https://musana.engineering
Home: https://California
You can’t just vibe your way to a stable production system. A prototype built on vibes will collapse under real world load
musana.engineering/devops-playb...
musana.engineering/devops-playb...
The DevOps Playbook for Production Ready AI – Part 1
A practical guide to building infrastructure and automation for predictive and generative AI projects on Azure.
musana.engineering
September 8, 2025 at 12:00 AM
You can’t just vibe your way to a stable production system. A prototype built on vibes will collapse under real world load
musana.engineering/devops-playb...
musana.engineering/devops-playb...
nah for real, Microsoft is cooking with Azure Container Apps!
January 31, 2025 at 5:05 AM
nah for real, Microsoft is cooking with Azure Container Apps!
Some of y'all need to calm down with the 'AI agents are the next big thing' narratives. We still haven't even gotten everyone off of Windows XP yet!
January 31, 2025 at 4:35 AM
Some of y'all need to calm down with the 'AI agents are the next big thing' narratives. We still haven't even gotten everyone off of Windows XP yet!
💯
January 25, 2025 at 5:42 PM
💯
Instead of wasting time on AI agent nonsense that will never take off, focus on innovating and developing products for the physical world. The LA fires proved that all this AI hype is useless when it comes to real-world challenges
January 21, 2025 at 10:45 PM
Instead of wasting time on AI agent nonsense that will never take off, focus on innovating and developing products for the physical world. The LA fires proved that all this AI hype is useless when it comes to real-world challenges
Extreme fire danger will continue thru Wed. PDS Red Flag Warnings are for the extreme of the extreme fire weather scenarios. In other words, this setup is about as bad as it gets. Stay aware of your surroundings. Be prepared to evacuate. Avoid anything that can spark a fire.#cawx
January 13, 2025 at 7:34 PM
Extreme fire danger will continue thru Wed. PDS Red Flag Warnings are for the extreme of the extreme fire weather scenarios. In other words, this setup is about as bad as it gets. Stay aware of your surroundings. Be prepared to evacuate. Avoid anything that can spark a fire.#cawx
API, ChatGPT & Sora Facing Issues
OpenAI's Status Page - API, ChatGPT & Sora Facing Issues.
status.openai.com
December 19, 2024 at 4:21 AM
“Taylor Sheridan, also known as the hardest working man in crime-based media, just launched a new show last week, Landman, starring Billy Bob Thornton and Ali Larter”
Bro never misses!
Bro never misses!
November 30, 2024 at 1:33 AM
“Taylor Sheridan, also known as the hardest working man in crime-based media, just launched a new show last week, Landman, starring Billy Bob Thornton and Ali Larter”
Bro never misses!
Bro never misses!
I’m reflecting on Drake’s situation through the lense of a Cloud Solution’s Architect and remembering Werner Vogels' famous quote: 'Everything fails all the time.' Drake’s team overlooked High Availability, Resilience, & Fault Tolerance. No DR Plan, or if there is one, it lacks clear RTO/RPO.
November 28, 2024 at 4:14 AM
I’m reflecting on Drake’s situation through the lense of a Cloud Solution’s Architect and remembering Werner Vogels' famous quote: 'Everything fails all the time.' Drake’s team overlooked High Availability, Resilience, & Fault Tolerance. No DR Plan, or if there is one, it lacks clear RTO/RPO.
There are days when I need a caffeine boost, but it's already latebthat I worry it might keep me up all night. Still, I say, "screw it," and go for an espresso anyway. Then, bedtime comes, I somehow still manage to fall asleep. I think my body just understands and gives me a pass on days like these.
November 24, 2024 at 1:14 AM
There are days when I need a caffeine boost, but it's already latebthat I worry it might keep me up all night. Still, I say, "screw it," and go for an espresso anyway. Then, bedtime comes, I somehow still manage to fall asleep. I think my body just understands and gives me a pass on days like these.
Cloud providers be like, 'Here’s our shiny new add-on that's GA!' Then you dive into the docs and it's just a laundry list of limitations. It’s like those drug ads on Tv where the side effects list is longer than the benefits.
November 22, 2024 at 4:16 PM
Cloud providers be like, 'Here’s our shiny new add-on that's GA!' Then you dive into the docs and it's just a laundry list of limitations. It’s like those drug ads on Tv where the side effects list is longer than the benefits.
The "…In Action" series by Manning Publications is hands down one of the best technical book series out there. Never regretted a single purchase!
November 22, 2024 at 5:48 AM
The "…In Action" series by Manning Publications is hands down one of the best technical book series out there. Never regretted a single purchase!
Kubernetes runs on Linux primarily. Having a solid understanding of Linux will make your life working with Kubernetes much more fun. Trust me !
November 21, 2024 at 12:29 AM
Kubernetes runs on Linux primarily. Having a solid understanding of Linux will make your life working with Kubernetes much more fun. Trust me !
All my favorite movers and shakers in the cloud-native and broader tech ecosystem are active on Bluesky, and it honestly brings me so much joy! LFG!
November 20, 2024 at 9:42 PM
All my favorite movers and shakers in the cloud-native and broader tech ecosystem are active on Bluesky, and it honestly brings me so much joy! LFG!
November 20, 2024 at 2:20 AM
I frequently work with Snowflake in my role and recently shared some insights on setting up data ingestion pipelines on Kubernetes, incorporating event-driven capabilities. Feel free to check it out through the link below. If you find it useful please share
musana.engineering/event-driven...
musana.engineering/event-driven...
Snowflake Data Pipelines on Kubernetes- An Event-Driven Approach with Microsoft Azure, Argo Events and Argo Workflows
A practical implementation of an event-driven architecture for seamless data ingestion into Snowflake, utilizing Microsoft Azure External Stages, Event Hubs, Argo Events, and Argo Workflows.
musana.engineering
November 18, 2024 at 9:55 PM
I frequently work with Snowflake in my role and recently shared some insights on setting up data ingestion pipelines on Kubernetes, incorporating event-driven capabilities. Feel free to check it out through the link below. If you find it useful please share
musana.engineering/event-driven...
musana.engineering/event-driven...
Back to the beautiful Los Angeles! My favorite place in the whole world
#ToLiveAndDieInLAIt’sThePlaceToBe,YouveGotToBeHereToKnowIt
#ToLiveAndDieInLAIt’sThePlaceToBe,YouveGotToBeHereToKnowIt
November 17, 2024 at 8:18 PM
Back to the beautiful Los Angeles! My favorite place in the whole world
#ToLiveAndDieInLAIt’sThePlaceToBe,YouveGotToBeHereToKnowIt
#ToLiveAndDieInLAIt’sThePlaceToBe,YouveGotToBeHereToKnowIt
People who don’t follow back those who took the time to find and follow you—just know it makes you seem less considerate and approachable. That one person you ignored might be the connection you need when you're suddenly laid off and need to get back on your feet. Let’s do better
November 17, 2024 at 6:20 PM
People who don’t follow back those who took the time to find and follow you—just know it makes you seem less considerate and approachable. That one person you ignored might be the connection you need when you're suddenly laid off and need to get back on your feet. Let’s do better
Stunning views of Salt Lake City from the State Capitol. #KubeCon2024. I’ll definitely be back for leisure!
November 17, 2024 at 12:26 AM
Stunning views of Salt Lake City from the State Capitol. #KubeCon2024. I’ll definitely be back for leisure!
#KubeCon2024 is officially in the books! The keynotes and sessions were top-notch, and it was a great opportunity to reconnect with old friends, exchange ideas, and gain insights from the community. And I have to say—Salt Lake City is stunning!
November 16, 2024 at 5:56 PM
#KubeCon2024 is officially in the books! The keynotes and sessions were top-notch, and it was a great opportunity to reconnect with old friends, exchange ideas, and gain insights from the community. And I have to say—Salt Lake City is stunning!