# Amazon EKS Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/amazon-eks
> Markdown URL: https://aitinkerers.org/technologies/amazon-eks.md
> Technology record last updated: 2026-03-27T00:36:37Z
> Generated: 2026-09-21T05:41:50Z

Amazon EKS is a managed service that eliminates the heavy lifting of operating a Kubernetes control plane and nodes.

Amazon EKS streamlines container orchestration by managing the availability and scalability of the Kubernetes control plane across multiple AWS Availability Zones. It automatically detects and replaces unhealthy control plane nodes while providing a secure, encrypted communication channel for your API endpoints. You can run workloads using EC2 for custom instance control, AWS Fargate for serverless execution, or EKS Anywhere for consistent operations on-premises. Integration with AWS native services (including IAM for authentication, VPC for isolation, and CloudWatch for observability) ensures your clusters meet enterprise security and compliance standards without the manual overhead of self-hosting.

- Official technology site: https://aws.amazon.com/eks/
- Public AI Tinkerers demos and talks: 3
- Result page: 1 of 1

## Recent Public Talks and Demos

### [Measuring velocity direction in AI Era](https://islamabad-rawalpindi.aitinkerers.org/talks/rsvp_a5xgW0Yy5VY)

Momentum; A velocity measuring tool that helps in driving teams in right direction with the right velocity in AI Era. ## THE DEMO A real internal system that we're using and still building to measure velocity, direction and overall organization's momentum. We'll talk about how each matric is being captured, how multiple matrices are complimenting each other and how various team roles i.e. admin, team lead or individual member can read them.

- Event context: AI Tinkerers Islamabad - August 15, 2026 — 2026-08-15 — Islamabad Rawalpindi
- Public talk page: https://islamabad-rawalpindi.aitinkerers.org/talks/rsvp_a5xgW0Yy5VY

### [From Dashboards to GTM Action Loops](https://boston.aitinkerers.org/talks/rsvp_k0m7uHbc2O8)

We built a GTM insight reporting agent on Squadbase for RevOps, CS, and Marketing teams. It monitors dashboards, finds meaningful changes, investigates the cause, and turns the result into a short report with recommended next actions. The report is not the end of the workflow. A team member can open it, review the dashboard, check the agent trace, and keep digging into the source data with the same context. In the demo, I will show a dashboard change, the agent’s SQL/TypeScript investigation, the cause analysis, and the final report that helps a GTM team decide what to do next.

- Event context: AI Tinkerers Boston: GTM Agentic AI Launch — 2026-06-29 — Boston
- Public talk page: https://boston.aitinkerers.org/talks/rsvp_k0m7uHbc2O8

### [Potato - Running A/B experiments to make models better](https://seattle.aitinkerers.org/talks/rsvp_LudBNN5bjlY)

Potato is a platform for running experiments, to make AI models better. Under the hood I've built a custom container orchestrator designed specifically for AI development workloads. Potato is useful when you’re iterating on model development, and want to be scientific about testing and measuring changes.

- Event context: AI Tinkerers Seattle - September Meetup — 2023-09-20 — Seattle
- Public talk page: https://seattle.aitinkerers.org/talks/rsvp_LudBNN5bjlY

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