Deep guides
Implementation detail with trade-offs and operational context.
Production-grade AWS and platform engineering notes
How production systems are actually designed, operated, and debugged.
InfraTales publishes deep technical guides, architecture teardowns, cost analyses, and failure-driven lessons for engineers and technical leaders building real systems on AWS.
Built for cloud architects, senior engineers, platform teams, and technical founders who need trade-offs, cost realities, and operational clarity instead of demo-level walkthroughs.
Architecture patterns
Reusable system shapes, not diagram theater.
Failure and cost lessons
Where production systems break and what decisions actually hold up.
Read these first
The articles most likely to earn a second visit.
Start with one implementation-heavy guide, one architecture pattern, and one pressure-tested story about how decisions behave under production constraints.
Implementation detail
Start with a practical guide.
System shape
Then look at a reusable pattern.
Pressure and trade-offs
Finish with a case or failure story.
Core publication areas
Choose the operating surface you are working on.
Start with the six most useful technical entry points, then move to the full topic directory if you need the wider taxonomy.
Core systems
AWS Architecture
Architecture decisions, service boundaries, and production patterns for building on AWS.
Delivery systemsDevOps and Platform Engineering
Developer platforms, deployment workflows, infrastructure as code, and the mechanics that keep teams shipping.
AI infrastructureAI and GenAI Infrastructure
Production AI infrastructure, model-serving trade-offs, vector systems, and the operational realities around LLM workloads.
ResilienceSecurity and Reliability
IAM, failure isolation, recovery planning, defensive controls, and reliability work that survives the first incident.
VisibilityObservability and Operations
Monitoring, logging, alerting, on-call ergonomics, and how to make systems legible under stress.
EfficiencyCost Optimization
FinOps, savings trade-offs, architecture-driven spend reduction, and the places optimization breaks production.
Architecture patterns
Reference implementations you can adapt.
Pattern articles are where InfraTales turns architecture diagrams, trade-offs, and implementation detail into reusable decision support.
Latest deep technical work
Recent guides, comparisons, and breakdowns.
Recent work should extend the publication, not repeat the same flagship pieces. This section stays focused on newer reading paths.
Deep Dive
AWS Security Architecture Patterns: Zero-Trust, DevSecOps CI/CD, and CloudHSM in Production
Three production AWS security architectures — zero-trust networking, a DevSecOps CI/CD pipeline, and CloudHSM for key management — with IaC, diagrams, and real trade-offs.
Deep Dive
Building an AWS Observability Stack Without Paying $40k/Year for a Vendor
Open-source AWS observability with OpenTelemetry, distributed APM profiling, synthetic monitoring, SIEM, and petabyte-scale log analytics. Architecture, cost, and trade-offs.
Deep Dive
The AWS Core Infrastructure Stack: VPC, ALB, RDS, and CI/CD in One Coherent Architecture
The foundational AWS stack — secure 3-tier web app, zero-downtime blue/green deployments, and CDK/Terraform patterns that don't fall apart when your team grows.
Replacing MPLS With AWS Transit Gateway: What It Actually Costs and Where It Breaks
SD-WAN hybrid cloud with Transit Gateway, VPN, Direct Connect, and multi-cloud routing. The architecture, the cost model, and the failure modes your vendor won't tell you about.
Practical resources
Checklists and decision frameworks used in real reviews.
Resources are built to help readers act on what they just learned, not to pad an email list.
AWS Architecture Review Checklist
Use it before a design review or migration decision to pressure-test assumptions around scale, blast radius, and operational fit.
Get the checklistProduction Readiness Checklist
A working list for reliability, observability, cost, recovery, and security controls that should exist before traffic makes the decision for you.
Browse resourcesCost Optimization Audit
Map your biggest spend drivers to the architectural decisions creating them, then decide what should actually be changed first.
See the frameworkObservability Baseline Worksheet
A starting point for logs, metrics, traces, ownership, alert fatigue, and incident-debugging workflows that do not collapse under load.
Open resourcesConsulting
Need an architecture review, cost teardown, or AI infrastructure assessment?
InfraTales also does focused consulting for teams that need judgment, trade-off clarity, and production experience instead of generic implementation capacity.