Free · 30-minute architecture session
Let's build your system together.
AI features and agents, platforms, commerce back ends, mobile apps, and the cloud they run on. Bring what you are building: an idea, a prototype that won't scale, or a system that keeps breaking. In 30 minutes we map the architecture together.
- 01Tell me what you are building, and where it is today
- 02I read every request and reply within 48 hours
- 03A 30-minute call where we map the architecture together
Request a session
Tell me what you're building.
Not only agents. Whole systems.
Each of these is something I have built and run. The links go to the work behind it.
- 01
AI features inside a product
Structured outputs, evaluations with pass gates, provider fallbacks and a hard ceiling on spend.
Built:AI skin analysis →
- 02
AI agents and voice agents
Tool-use loops, retrieval, multi-channel inboxes, and a clean handoff to a person.
- 03
Platforms and cloud infrastructure
Terraform on AWS, ECS or EKS, keyless CI/CD, observability and security hardening.
- 04
Self-hosted models on GPUs
vLLM on SageMaker, several models per GPU, zero data retention, and a GPU that scales to zero.
- 05
Commerce, logistics and payments
Orders, inventory, dispatch, point of sale, Stripe, tax invoices and marketplace sync.
- 06
Mobile and native apps
Kotlin and SwiftUI apps that work offline and drive the hardware on a shop counter.
Built:POS & driver apps →
Idea, prototype or production. We start there.
- 01
An idea
We turn it into an architecture: the parts, how data moves between them, the stack, and what to build first.
- 02
A prototype
We find what breaks with real users (state, queues, failure modes, cost) and plan the path to production.
- 03
In production
We look at reliability, deploys and the bill: where it will fail next, and what to fix first.
Thirty minutes, four things.
- An architecture sketchThe components, the data flow, and where each piece runs.
- A stack, with the trade-offsWhat to use, what to skip, and why, for your team and budget.
- The first milestoneThe smallest version worth shipping, and what comes after it.
- Resources to keep goingThe videos, repositories and docs that match your build.
- contracts on Upwork, 100% job success
- 85+
- years running production systems
- 6+
- YouTube subscribers, for the build-alongs
- 37.2K
- no catch, no upsell
- Free
Most sessions turn into something worth showing. These are the newest build-alongs.