Latest Posts
Thoughts on technology, trust, and building systems for the future.
Meet the Jetsons
Taking a closer look at what Nvidia Jetson has to offer. Their architecture, costs and uses along with various references for further reading.
Week 1–2: Hardware & Baseline Inference
Lets take some notes for the hardware
Roadmap to Edge AI Passive
Your Current Skills Edge AI Equivalent ───────────────────────────────────────────────── Kubernetes/containers → Edge orchestration (K3s, KubeEdge) Cloud architecture → Hybrid cloud-edge architecture Data engineering → Edge data pipelines, telemetry MLOps experience → Edge model deployment, OTA updates Deep learning knowledge → Model optimization, quantization
A look at Florence-2 for Vision Tasks at the Edge
An exploration and labelling model, that supports many combined vision and language tasks out the box.
Site Builder: Future SuperSpeed Site Updates
Nginx Config
Lets take a look at the high level nginx setup for one of our clients.
Cloudflared Setup WOU
Cloudflared setup on some client servers
A business workflow
## Discovery & Assessment ## Solution Design & Validation ## Implementation & Optimization
You Need the "Right Builders"
"AI" is one of the most overloaded terms in business today, but all you really want to know is how to create value in your domain?
Backups for a database running at the edge
A look into database replication at scale.. but cheapish. With Spilo
An overview on how, and why the postgres database cluster works, why to choose it, and how it can save money and lives.
MCP Architecture for Agentic Systems
Building a Toolbox that AI agents can use to access a variety of up to date data, integrations, tooling in a conventional way. "Conventional": Engineers aligning to make life easier for their future selves.