Applied AI services
Prompt development and prototypes
Develop and evaluate a prompt or small AI-assisted prototype around a defined task with Kyle Hobson.
Discuss your projectWhen this helps
Your current prompts are inconsistent, an early workflow needs to become tangible, or your team needs a structured way to compare alternatives.
What you receive
- Task requirements and expected output structure
- The agreed prompt, workflow or working prototype
- Representative test examples and comparison criteria
- Known limitations, review steps and a walkthrough
How the work unfolds
We define what must survive a change: required content, constraints, output format and review conditions.
I develop the agreed artifact and compare its behavior against the examples. We examine failures and preserve a record of the decisions.
Relevant work
Give a prompt rewrite a test it can fail.
I can help make your prompt requirements explicit and give the team a concrete way to compare alternatives.
Read the work story
What would you like AI to help with?
Tell me about the task and what a useful result would look like. We can find a concrete starting point.