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Artifacts, architectures, and writing
Reference materials and technical notes from production platform work — anonymized diagrams, checklists, and articles. No invented client logos or unverified metrics.
Reference diagrams
Interactive composite diagrams aligned with our architecture gallery. Click zones to inspect each layer.
production-ai-platform-azure
Azure AI production platform (anonymized reference)
How product teams typically structure Foundry, inference, tracing, and governance before LLM traffic scales — not a named client environment.
Click a zone to inspect — composite reference, not a named client environment
Control plane
Azure AI Foundry
Workspace for model registry, prompt flows, environment separation, and deployment metadata — the operating layer for production AI.
diagram — coming soon
Production AKS platform
Add your anonymized AKS edge → ingress → cluster diagram under public/diagrams/ when ready.
diagram — coming soon
Secure CI/CD delivery
Add your anonymized Jenkins/GitLab promotion-path diagram when ready.
Downloads
Checklist PDFs are referenced here — place sanitized files under public/resources/ when you have approved templates to publish.
AKS readiness checklist
Template for cluster and platform readiness reviews — add your sanitized copy under public/resources/.
target: /resources/aks-readiness-checklist.pdf
CI/CD pipeline review checklist
Gate, promotion, and rollback review template for Jenkins/GitLab estates.
target: /resources/cicd-pipeline-review-checklist.pdf
Vulnerability remediation tracker
Authorized-scope remediation workflow template for PCI/ISMS-aligned programs.
target: /resources/vulnerability-remediation-tracker.pdf
SRE readiness checklist
SLI/SLO, on-call, and incident maturity intake template.
target: /resources/sre-readiness-checklist.pdf
AI / MLOps readiness checklist
Tracing, cost governance, and model promotion review template for Azure AI workloads.
target: /resources/ai-mlops-readiness-checklist.pdf
Automation discovery questionnaire
Toil inventory and automation boundary intake before custom tooling work.
target: /resources/automation-discovery-questionnaire.pdf
Technical articles
BetterCallDevOps · updated 2026-08-11
A practical AKS platform checklist before you scale
What growing teams should verify on Azure Kubernetes Service before traffic and headcount increase.
BetterCallDevOps · updated 2026-08-11
CI/CD security gates without slowing delivery to a halt
How to place SAST, secrets, and approval gates where they reduce risk instead of creating ceremony.
BetterCallDevOps · updated 2026-08-11
Why authorized scope is non-negotiable for security work
A short note on written authorization, rules of engagement, and responsible vulnerability remediation.
BetterCallDevOps · updated 2026-08-28
Production tracing for Azure AI Foundry workloads
What platform teams instrument before LLM traffic scales — spans, model versions, token signals, and incident-ready correlation on Azure.
next step
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