AWS is teaming up with SHI India (April 2026) to help build local AI models using SageMaker and Bedrock for India's IndiaAI Mission. They also launched AWS DevOps Agent (now fully available), an AI tool that automatically fixes cloud issues, speeds up deployments, and cuts downtime for DevOps teams. AWS is pouring billions into Indian data centers for AI growth.
Ismail Kovvuru
@ismailkovvuru
- 10 Followers
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- 161 Posts
DevOps Engineer | Automating infra & CI/CD pipelines for faster, reliable software delivery.
How do you scale a live stream to nearly 30 million concurrent viewers?
A look into JioHotstar’s AWS-based architecture powering the Varanasi Globetrotter event — covering scalability, resilience, and low latency delivery.
Read more: https://shorturl.at/f2CJS
#AWS #CloudInfrastructure #DevOps #Streaming #DistributedSystems
Netflix operates one of the most advanced multi-region active-active architectures on AWS, designed for global resilience, fault isolation, and continuous availability.
This article explores key lessons in:
• Distributed systems design
• Eventual consistency
• Region isolation
• Cloud scalability strategies
#AWS #DevOps #CloudArchitecture #DistributedSystems #SiteReliabilityEngineering #Microservices #Scalability #Tech
How Netflix designed its global cloud architecture on AWS — and why it truly moved to the cloud-first model. Explore Netflix engineering decisions behind AWS migration, microservices transformation, distributed systems, scalability challenges, and real-world DevOps architecture patterns used at global scale.
Read more: https://shorturl.at/KlOjr
#Netflix #AWS #CloudEngineering #DevOps #SystemDesign #DistributedSystems #CloudNative #TechArchitecture #Microservices #Tech #technology
Exposed repositories, credentials, and infrastructure data demonstrate how CI/CD environments can become high-value attack surfaces.
A must-read on building resilient, zero-trust DevSecOps systems:
https://shorturl.at/fXIEi
#DevSecOps #CyberSecurity #GitLab #ZeroTrust #SupplyChainSecurity #CloudSecurity #Infosec
MLOps isn’t just pipelines—it’s where AI fails silently.
From Humans in the Loop, uncover 6 critical MLOps failure modes: human oversight gaps, biased data labeling, ethical risks, and real-world ML system breakdowns.
#MLOps #AIethics #MachineLearning #DataBias #HumanInTheLoop #DevOps #AIrisks
Deep dive into the Microsoft Azure Outage (Oct 29, 2025)
A critical Azure Front Door misconfiguration led to a global cloud service disruption, impacting Microsoft 365, enterprise workloads, gaming platforms, and APIs worldwide.
This technical analysis breaks down:
✔ Root cause of the outage
✔ Cascading cloud failure patterns
✔ Infrastructure resilience lessons for DevOps & SRE
#AzureOutage #CloudComputing #DevOps #SRE #CloudInfrastructure #TechAnalysis
Hyperscale data centers are no longer passive loads.
On July 10, 2024, a 230 kV fault caused ~1,500 MW of data center load to shed instantly. Frequency spiked to 60.053 Hz.NERC: AI/HPC sites drop hundreds of MW in milliseconds during minor faults. Northern Virginia (AWS US-East-1) is especially vulnerable.Multi-AZ won't save you from regional grid events.Opportunity: The first hyperscaler to register backup power + deferrable compute as grid assets builds a real moat.Who moves first? #cloud
AWS US-EAST-1 outage (Oct 20, 2025): Root cause & lessons
A DNS race condition in DynamoDB led to empty endpoint records, triggering cascading failures across AWS services like EC2 and Lambda.
Explore what went wrong and how to build resilient cloud systems:
https://shorturl.at/sJO5K
#AWS #CloudComputing #DevOps #DynamoDB #ResilienceEngineering
South Korea’s 858TB data loss incident is a stark reminder that centralized cloud without redundancy is a single point of failure.
A fire at a government data center wiped out critical systems, exposing gaps in backup strategy, disaster recovery, and resilience engineering
This is not just a failure — it’s a blueprint of what DevOps and governments must never repeat.
#DevOps #DistributedSystems #ResilienceEngineering #CloudComputing #DataProtection #SRE
