Architecture review
Pressure-test service choices, blast radius, failure isolation, cost posture, and operational readiness before the system locks in the wrong assumptions.
Consulting
Focused architecture reviews, cost teardowns, and AI infrastructure assessments.
InfraTales consulting is designed for teams that need judgment, trade-off clarity, and production-first architecture support instead of generic implementation capacity.
Cost teardown
Identify where architecture, deployment choices, and traffic patterns are driving spend, then sequence improvements without breaking production.
AI infrastructure assessment
Evaluate LLM workloads, retrieval stacks, serving paths, observability, and platform choices with production reliability and cost in mind.
Fit and timing
When to reach out, and when to keep reading.
Good fit
You have a live architecture decision, reliability problem, spend concern, or AI platform question that needs judgment now, not another generic implementation tutorial.
Probably not the right fit
If the problem is still broad and educational, the publication is usually the better starting point. InfraTales consulting is best when the decision has real operational or business weight.
What you should leave with
A clearer decision, a sharper risk and cost view, and a smaller set of next actions that can survive contact with production instead of expanding the problem surface.
Proof of judgment
Relevant case stories and breakdowns.
Contact
Use a low-friction path.
If the work is exploratory, start with the publication and send the article or pattern that best matches your problem. If the need is immediate, reach out directly with the system constraint, failure mode, or cost concern you want pressure-tested.