AWS announces Amazon Bedrock Guardrails GA for enterprise AI safetyAmazon EC2 P5e instances now available in US East with H200 GPUsAWS re:Invent 2025 registration opens — Las Vegas, Dec 1-5Amazon EKS Auto Mode reaches general availabilityAWS Lambda now supports 10GB memory for compute-heavy workloadsAmazon S3 Express One Zone now 50% cheaper across all regionsAWS announces Graviton4 ARM processors for EC2 M8g instancesAmazon Aurora DSQL: distributed SQL database exits previewAWS IAM Identity Center now supports SCIM v2.0 provisioningAmazon CloudWatch introduces AI-powered anomaly detectionAWS announces Amazon Bedrock Guardrails GA for enterprise AI safetyAmazon EC2 P5e instances now available in US East with H200 GPUsAWS re:Invent 2025 registration opens — Las Vegas, Dec 1-5Amazon EKS Auto Mode reaches general availabilityAWS Lambda now supports 10GB memory for compute-heavy workloadsAmazon S3 Express One Zone now 50% cheaper across all regionsAWS announces Graviton4 ARM processors for EC2 M8g instancesAmazon Aurora DSQL: distributed SQL database exits previewAWS IAM Identity Center now supports SCIM v2.0 provisioningAmazon CloudWatch introduces AI-powered anomaly detection
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// career paths
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Cloud Ops Engineer
Master EC2, VPCs, IAM, Cost Optimization, CloudWatch monitoring and incident response in production environments.
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// why opsboardpg
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opsboard-daily.sh
# Monday morning at a SaaS startup
$ kubectl get pods -n production
CrashLoopBackOff app-backend-7f9d
$ kubectl logs app-backend-7f9d
FATAL: Connection to RDS timed out
ECONNREFUSED 10.0.2.45:5432
$ aws ec2 describe-security-groups
# Ah. SG rule missing after Terraform drift
$ terraform plan -target=aws_security_group
+ ingress 5432 from 10.0.0.0/16
$ terraform apply -auto-approve
✓ Apply complete. Pods: Running 3/3
# This exact scenario is on our blog.
// latest posts
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KubernetesDevOps
Debugging CrashLoopBackOff: A Production Engineer's Playbook
The 7 most common causes of CrashLoopBackOff we've seen in real production clusters, with step-by-step investigation commands.
Rahul M.· 8 min read · Dec 2024
Read article →
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AWSSecOps
IAM Least Privilege in Practice: Lessons from a Compliance Audit
What we learned from a 3-hour AWS IAM audit that found 40+ over-permissioned roles across 3 accounts in a fintech startup.
Priya S.· 12 min read · Jan 2025
Read article →
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SREAWS
Building an Alerting Strategy That Doesn't Page You at 3AM
How we went from 200+ noisy PagerDuty alerts per week to 8 meaningful ones — and what that did to our team's mental health.
Anil K.· 10 min read · Jan 2025
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// about opsboardpg.in
Built by Engineers Who've Been in the Trenches
OpsBoardPG.in was founded with one mission: to give freshers the industry-specific, battle-tested knowledge that no textbook or generic online course teaches.
// our story
Why We Started
After nearly a decade of working as Cloud Engineers, DevOps leads, and SREs at startups and enterprises, our founders kept seeing the same problem: freshers were coming into cloud roles without knowing what real production problems look like.
They knew the theory — S3 storage classes, the OSI model, what a load balancer is. But they'd never debugged a Kubernetes node pressure issue at 2AM or untangled IAM policy conflicts during a security audit.
OpsBoardPG.in is our answer to that gap. Industry experience, written down, made accessible.
// mission
"To make every cloud fresher job-ready through the kind of knowledge that only comes from surviving production."
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// the team
Practitioners Behind the Platform
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10 yrs · Prometheus, Grafana, PagerDuty · Google SRE practices
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Neha Patel
DevOps Engineer & Mentor
7 yrs · Kubernetes, Terraform, CI/CD · AWS DevOps Professional
// our values
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// the ops blog
Production Knowledge, Written Down
Deep-dive articles, incident breakdowns, tool reviews, and step-by-step guides from engineers working in cloud infrastructure daily.
AWSDevOpsKubernetesSRESecOpsAll Posts
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AWS
VPC Design Patterns You'll Actually Use in Production
Hub-and-spoke, multi-account, and transit gateway patterns — when to use which and why the default VPC is a trap.
Rakesh K.· 14 min · Nov 2024
Read article →
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AWS
Cut Your AWS Bill by 40%: Reserved Instances vs Savings Plans vs Spot
The actual math behind AWS pricing models, and the decision tree we use with every new client engagement.
Anil V.· 9 min · Dec 2024
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DevOps
GitHub Actions vs Jenkins vs GitLab CI: Pick One and Stick With It
We've used all three in production. Here's an honest scorecard based on team size, pipeline complexity, and cost.
Neha P.· 11 min · Jan 2025
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DevOpsAWS
Terraform State Management: Remote Backends, Locking and the Mistakes We Made
S3 + DynamoDB backend setup, state file corruption recovery, and why you should never run terraform apply locally in production.
Neha P.· 13 min · Jan 2025
Read article →
☸️
Kubernetes
Debugging CrashLoopBackOff: A Production Engineer's Playbook
The 7 most common causes we've seen in real production clusters, with step-by-step investigation commands.
Rakesh K.· 8 min · Dec 2024
Read article →
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KubernetesSRE
HPA, VPA and KEDA: Autoscaling Kubernetes in the Real World
When horizontal scaling isn't enough, when to use vertical, and how KEDA changed our event-driven workloads forever.
Anil V.· 15 min · Feb 2025
Read article →
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SRE
Building an Alerting Strategy That Doesn't Page You at 3AM
From 200+ noisy alerts/week to 8 meaningful ones — and what that did to our team's wellbeing and MTTR.
Anil V.· 10 min · Jan 2025
Read article →
📉
SREAWS
SLO-Based Incident Management: Setting Error Budgets That Teams Actually Respect
How we convinced product managers that 99.9% was the right target and built error budgets that drove real engineering decisions.
Anil V.· 11 min · Feb 2025
Read article →
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SecOpsAWS
IAM Least Privilege in Practice: Lessons from a Compliance Audit
What we learned from a 3-hour audit that found 40+ over-permissioned roles across 3 accounts in a fintech startup.
Priya S.· 12 min · Jan 2025
Read article →
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SecOps
GuardDuty Findings You Can't Ignore: A Triage Guide for CloudOps
The 10 GuardDuty finding types that keep recurring in our clients' environments and how to actually fix — not suppress — them.
Priya S.· 9 min · Feb 2025
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AWS Latest News
Stay ahead of every AWS launch, update, deprecation, and pricing change. Updated daily from AWS announcements, re:Post, and What's New.
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AI/ML
Amazon BedrockFeb 14, 2025
Amazon Bedrock Guardrails Now Generally Available with Enhanced Content Filtering
AWS has announced that Amazon Bedrock Guardrails — the enterprise safety layer for generative AI applications — has reached general availability. The feature now includes enhanced PII detection, topic denial policies, and grounding checks to reduce hallucinations in production AI systems.
Read full announcement →
💻
Amazon EC2 P5e Instances with NVIDIA H200 GPUs Available in US East (N. Virginia)
Compute · Feb 10, 2025 · Up to 8 H200 GPUs per instance
☸️
Amazon EKS Auto Mode Reaches General Availability — Fully Managed Node Provisioning
Containers · Feb 8, 2025 · Automatically right-sizes nodes based on workload
🗄️
Amazon S3 Express One Zone Storage Class Price Reduction — Up to 50% in Select Regions
Storage · Feb 6, 2025 · Now $0.16/GB in us-east-1
⚡
AWS Lambda Now Supports 10GB Memory Configurations for Compute-Intensive Workloads
Compute · Feb 4, 2025 · Doubles previous 6GB maximum