Cloud engineering
and AI workflows
I’m Jonathan Ballard. I help small engineering teams review cloud infrastructure, integrate AI into existing workflows, and turn a specific technical problem into tested code and a documented handoff.
Try a skill on
a task you know
AFL skills are reusable instructions and reference material for coding agents. Try the free IAM skill, review the output, and tell me where it helped or fell short.
IAM Least Privilege
A free skill to help an agent draft and review AWS IAM policies. It includes guidance for scoping actions, resources, and conditions. Validate the policy against your workload before deploying it.
Get the free IAM skill →Guardrails & Discipline packs
Paid collections for infrastructure review and coding workflows. Review the included skills, installation instructions, and individual or team licenses before choosing a pack.
Compare the paid packs →What we build,
architect & deliver
Start with a specific problem. We agree on deliverables and verification before work begins.
Cloud Infrastructure
Review AWS and GCP infrastructure, plan migrations, and implement changes with Terraform, cost measurements, and operational runbooks.
AI Integration
Connect models to your application’s data and tools, define evaluation cases, and build approval and error handling into the workflow.
Software Engineering
Build and maintain TypeScript services and APIs, diagnose performance problems, and add tests around the paths your users depend on.
Compliance & Security
Prepare access controls, evidence collection, and incident procedures for security reviews and SOC2 readiness work.
An engineer you
work with directly
Anonymous Function Labs is Jonathan Ballard’s engineering practice. I work on cloud infrastructure, TypeScript services, and AI workflows, and publish tools built around problems I encounter in that work.
An engagement can start with an AWS or GCP architecture review, an unreliable integration, or a permissions problem. We agree on the scope, the evidence needed to verify the work, and what your team will receive.
For teams preparing for SOC2, I help with access controls, evidence collection, and operational documentation. Audit results depend on your controls, their operation, and your auditor’s assessment.
Let's build
something that ships.
Tell me what is failing, what you want to change, and any deadline or budget constraints. I’ll review the problem and let you know whether I can help.