Spotlight

Building Modelplane on Crossplane

Nic Cope

This case study explains how Modelplane was built entirely as a Crossplane configuration, with no custom controllers, to turn GPUs spread across clouds into one fleet behind a stable inference API.

More articles →

Tools and utilities

More projects →

Events starting soon

Discover more events onn Kube Events →

Building Platforms for AI Agents
Building Platforms for AI Agents

Non-deterministic agents pose specific challenges for platform teams in observability, state management, governance, and trust.

Mauricio (Salaboy) Salatino explains why agentic applications behave like distributed multi-agent systems. His test assigned agents to take an order, cook the pizza, deliver it, and charge the customer. One order crossed 15 containers and produced 200 traces.

In this interview:

  • Why agent frameworks can recreate monolith scaling and resource contention
  • How OpenTelemetry data can measure agent behavior and trust over time
  • Why narrowly scoped agents are safer than agents that follow long sequences
  • How the platform can become the learning layer that feeds better context back to LLMs

Learn from production

More case studies →

Matching jobs

    • DevOps Engineer with Qube Research & Technologies

    • Salary: US$126K to US$330K a year

    • Location: based in the office in Hong Kong, HK

    • Tech stack: Kubernetes, AWS, On-premise, Docker, Python, Cloudformation, Terraform

    • DevOps Engineer with Sigma Software

    • Salary: PLN 4.65K to PLN 564.71K a year

    • Location: based in the office in Warsaw, PL

    • Tech stack: Kubernetes, AWS, Azure, OpenShift, Helm, ArgoCD, Ceph, Terraform

    • DevOps Engineer with XYZ Reality

    • Salary: US$67.5K to US$440K a year

    • Location: based in the office (and remote from home) in London, GB

    • Tech stack: Kubernetes, Azure, Helm, Docker, Go, Python, Typescript, PostgreSQL, ARM templates, Terraform

    • DevSecOps Engineer with Clarity Innovations

    • Salary: $139K to $314K a year

    • Location: based in the office in Springfield, VA, USA

    • Tech stack: Kubernetes, On-premise, Docker

    • DevSecOps Engineer with Kestra Technologies

    • Salary: $54K to $440K a year

    • Location: fully remote

    • Tech stack: Kubernetes, GCP, ArgoCD, Docker, Java, Javascript, SQL, Typescript, Redis, PostgreSQL

Discover more Kubernetes jobs on Kube Careers →

Subscribe to Learn Kubernetes Weekly

Trusted by 77K engineers. Delivered 202 issues and counting.

or subscribe via

Build something

More tutorials →

Call for Papers closing soon

  1. 5

    days

    UbuCon India 2026

    The Call For Paper is open until 30 September 2026 at GMT-4. More info →
    • Location: Bengaluru, IN

    • In-person conference organized by Canonical.

    • The conference starts on the 15 November 2026.

    • Apply here
  2. 6

    days

    SREday Amsterdam 2026

    The Call For Paper is open until 1 October 2026 at GMT-4. More info →
    • Location: Amsterdam, NL

    • In-person conference organized by SREDay.

    • The conference starts on the 2 November 2026.

    • Apply here
  3. 6

    days

    Devopsdays Almaty

    The Call For Paper is open until 1 October 2026 at GMT-4. More info →
    • Location: Almaty, KZ

    • In-person conference organized by Devopsdays.

    • The conference starts on the 16 October 2026.

    • Apply here
  4. 6

    days

    OpenFest 2026

    The Call For Paper is open until 1 October 2026 at GMT-4. More info →
    • Location: Sofia, BG

    • In-person conference organized by OpenFest.

    • The conference starts on the 8 November 2026.

    • Apply here
  5. 6

    days

    Ubuntu Summit

    The Call For Paper is open until 1 October 2026 at GMT-4. More info →
    • This is a virtual event

    • Online conference organized by Canonical.

    • The conference starts on the 13 November 2026.

    • Apply here
  6. 9

    days

    SUSECON 2027

    The Call For Paper is open until 4 October 2026 at GMT-4. More info →
    • Location: Barcelona, ES

    • In-person conference organized by SUSE.

    • The conference starts on the 15 February 2027.

    • Apply here
  7. 14

    days

    NextGen Intelligence Conference: Data, Cloud & AI

    The Call For Paper is open until 9 October 2026 at GMT-4. More info →
    • Location: London, GB

    • In-person conference organized by TechAI.

    • The conference starts on the 17 November 2026.

    • Apply here

Thanks to our sponsors who make Kube Today possible

Find out more about being a sponsor →

More articles

Even more articles →