App Development
Web apps, customer portals, admin tools, dashboards, and internal workflows built with maintainable foundations.
App development + DevOps engineering
I help small teams ship dependable web apps, internal tools, automations, and Terraform-managed cloud systems without turning the project into a giant ceremony.
Where AV4 fits
You may not need a full engineering department, but you do need someone who can turn business needs into shipped software, stable cloud foundations, and automation that survives real-world use.
AI-aware engineering
AI can move fast, but it does not know when to push back on a requirement, simplify an architecture, or stop a clever answer from becoming production risk.
AV4 brings the part that matters after the first draft: disagreement when the model is wrong, architecture before momentum takes over, testing before deployment, and operational discipline before customers depend on it.
Services
Web apps, customer portals, admin tools, dashboards, and internal workflows built with maintainable foundations.
CI/CD, deployment pipelines, observability, secrets, environments, and release processes that reduce manual work.
Infrastructure as code, cloud account setup, repeatable environments, cost-aware architecture, and documentation.
Stabilize inherited apps, untangle deployment pain, modernize brittle scripts, and create a realistic path forward.
Process
Clarify the business goal, constraints, risks, current stack, and the shortest useful version of the work.
Ship in visible increments with clean handoffs, readable code, and decisions captured as the project evolves.
Leave behind deployment notes, infrastructure state, monitoring basics, and next-step options that make sense.
Contact
Share the rough shape of the project, where it is stuck, or what you want to launch. I will reply with a sensible next step.