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TCP# 105: The Multi-Tenant Architecture I'd Never Build Again
Nine tenants. Eleven services. One pooled model. This is what we got wrong.
Mar 4 • Amrut Patil
TCP #104: When teams route around your standards, the standards are wrong.
Not the teams. Here is how to tell the difference.
Mar 1 • Amrut Patil
TCP# 103: We had 47 dashboards. Nobody knew which one to open during an incident.
We fixed it by deleting 28 of them.
Feb 25 • Amrut Patil
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TCP#23: Every byte of data has a story
Aug 31, 2024 • Amrut Patil
TCP #29: Your AWS cloud infrastructure could be at risk
Oct 13, 2024 • Amrut Patil
TCP #78: Multitenant Architecture: Kubernetes-First (EKS-based)
Jul 9, 2025 • Amrut Patil
TCP #61: The Real Cost-Benefit Analysis: MLOps on EKS vs. SageMaker
May 7, 2025 • Amrut Patil
TCP #27: How To Troubleshoot High CPU Utilization on Amazon Aurora Postgres Database?
Sep 29, 2024 • Amrut Patil
TCP #72: The Architect's Guide to Multitenant ECS: Building Scalable Shared Infrastructure
Jun 18, 2025 • Amrut Patil
Build predictable AWS platforms in high‑stakes environments, not just “working” systems.

Platform Engineering

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TCP# 103: We had 47 dashboards. Nobody knew which one to open during an incident.
We fixed it by deleting 28 of them.
Feb 25 • Amrut Patil
TCP #102: What does your platform produce when a developer does the minimum?
That answer is your real DX score.
Feb 22 • Amrut Patil
TCP#99: Platform engineering is load reduction, not tooling
Platform success is not adoption charts.
Feb 11 • Amrut Patil
TCP #97: Your platform has 99.9% uptime. Your engineers still can't ship
Uptime metrics show green dashboards while PR queues grow. High performers measure cycle time instead. Here's why.
Feb 1 • Amrut Patil
TCP #96: When Centralized Platforms Win and When Federated Wins
Most organizations miss the pattern and apply one model everywhere.
Jan 28 • Amrut Patil
TCP #94: Fast CI/CD Won't Fix Your Slow Deployments
It's not your tooling. It's not your pipeline.
Jan 21 • Amrut Patil
The Cloud Playbook
The Cloud Playbook
Most platform teams optimize for speed. The best ones optimize for predictability on AWS in high‑stakes environments.
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