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Learn Kubernetes Weekly

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Learn Kubernetes weekly — issue #201 | Kube Today
Kube Today · 2026-09-16 · via Learn Kubernetes Weekly

Tutorials

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

Building Platforms for AI Agents

Kubernetes jobs

    • Machine Learning Engineer with Roku

    • Salary: US$112.5K to US$209K a year

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

    • Tech stack: Kubernetes, Kubernetes, AWS, GCP, metrics, logs, observability, tracing, Trino, Kafka

    • Platform Engineer with Roku

    • Salary: $18.23K to $2.64L a year

    • Location: based in the office (and remote from home) in Bengaluru, IN

    • Tech stack: Kubernetes, Kubernetes, EKS, AKS, AWS, GKE, Docker, Telemetry, Loki, observability

    • Site Reliability Engineer with Roblox

    • Salary: $243.29K to $295.25K a year

    • Location: based in the office in San Mateo, CA, USA

    • Tech stack: Kubernetes, Kubernetes, Nomad, Consul, Vault, alerting, monitoring, secrets management, C#, Go

    • Platform Engineer with Roblox

    • Salary: $196.75K to $243.29K a year

    • Location: based in the office in San Mateo, CA, USA

    • Tech stack: Kubernetes, On-Prem, Kubernetes, Cloud, alerting, monitoring, logging, tracing, ingress gateways, Envoy

    • DevSecOps Engineer with Iru

    • Salary: $400 a day

    • Location: remote from

    • Tech stack: Kubernetes, Kubernetes, AWS, Azure, GCP, GitHub, CI/CD, GitHub Actions, OAuth, Snyk

Discover more Kubernetes jobs on Kube Careers →

Code & tools

  1. NetObserv Operator

    github.com/netobserv

    NetObserv deploys an eBPF agent on every node to capture network flows, enrich them with Kubernetes metadata, and export to Loki, Prometheus, Kafka, or IPFIX — with a web console showing topology, raw flows, and traffic metrics.

  2. kpf: a terminal UI for kubectl port-forward

    github.com/jessegoodier

    kpf is a terminal UI around kubectl port-forward that lets you pick a service from a list and reconnects automatically when a pod restarts or your laptop wakes up.

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Kubernetes call for papers

  1. Cloud Native Days LA

    The Call For Paper is open until 19 October 2026 at UTC. More info →
    • Location: Los Angeles, CA, USA

    • In-person conference organized by SCaLE.

    • The conference starts on the 1 April 2027.

    • Apply here
  2. UbuCon India 2026

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

    • In-person conference organized by Canonical.

    • The conference starts on the 15 November 2026.

    • Apply here
  3. Big Data Europe

    The Call For Paper is open until 23 November 2026 at UTC. More info →
    • Location: Vilnius, LT

    • In-person conference organized by DATA MINER.

    • The conference starts on the 27 November 2026.

    • Apply here
  4. Confoo 2027

    The Call For Paper is open until 21 September 2026 at UTC. More info →
    • Location: Montreal, CA

    • In-person conference organized by ConFoo.

    • The conference starts on the 26 February 2027.

    • Apply here
  5. AI DevWorld 2027

    The Call For Paper is open until 18 September 2026 at UTC. More info →
    • Location: Santa Clara, CA, USA

    • In-person conference organized by DevNetwork.

    • The conference starts on the 11 February 2027.

    • Apply here
  6. Devopsdays Los Angeles

    The Call For Paper is open until 1 November 2026 at UTC. More info →
    • Location: Los Angeles, CA, USA

    • In-person conference organized by DevopsDays.

    • The conference starts on the 2 April 2027.

    • Apply here

Until next time!

— Dan

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