SHOWCASE

What the flock is building.

Customer stories, talks, demos, blog posts, and Office Hours recordings. Built something with Warble? Submit your own →

Office Hours
Warble Office Hours — open every Saturday

Open mic, every Saturday 7–8 PM IST. Bring real questions; we record and publish.

KubernetesMLOps
@warble-tech28 Apr 2026
Demo
Starling MCP — eyes on Kubernetes

Hosted MCP server that gives any LLM agent safe, scoped access to your cluster — manifests, runtime, events, audit.

StarlingKubernetes
@warble-tech20 Apr 2026
Blog
The Reflexion Engine: How Actor/Critic Agents Cut MTTR by 77%

Actor proposes, critic challenges, Brain remembers. 4.2h MTTR collapsed to 58m on a real production p99 spike.

ReflexionKubernetes
@warble-tech12 Apr 2026
Blog
Why We Run Four Kubernetes Scanners Simultaneously (and Score Them)

Trivy, kubescape, kube-bench, polaris — each catches something the others miss. We score the overlap and ship the merged signal to Starling.

StarlingKubernetes
@warble-tech5 Apr 2026
Open source
FRAKMA — federated reasoning across multi-cluster K8s

One agent, many clusters, one truth. Data residency stays put; only minimal signal vectors cross boundaries.

FRAKMAKubernetes
@warble-tech30 Mar 2026
Blog
ShrikeOps Deep-Dive: MCP + Kubernetes

How the Model Context Protocol gives an LLM agent typed, scoped, auditable access to a live cluster — without leaking the kubeconfig.

StarlingKubernetesMLOps
@warble-tech22 Mar 2026
Blog
AlloyDB pgvector for Production RAG: RLS, Sub-100ms Retrieval, Multi-tenancy

Row-level security, sub-100ms retrieval, and the connection-pool trap that bites every team running pgvector at scale.

GCPMLOps
@warble-tech15 Mar 2026
Blog
The $847K GPU Waste Problem — and the Math to Fix It

Continuous cost reasoning over billing + workload metrics. SLO-guarded rightsizing decisions, auto-PRed as Terraform changes.

FinOpsGCP
@warble-tech1 Mar 2026
Blog
Sovereign AI: Passing FinReg Audits in 48 Hours with VPC Service Controls

What auditors actually ask for, and the one VPC-SC perimeter fact that lands the 48-hour approval every time.

GCPMLOps
@warble-tech20 Feb 2026

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