Agentic AI Coding Tips Presentation @ AI Tinkerers Atlanta

I presented the following presentation on February 27th at AI Tinkerers Atlanta. Presentation

February 26, 2025 · Stephen Johnston

AI Prompt API Workflow Thoughts

I’m working on a new project with workflow involving a lengthy series of LLM prompts. This got me thinking about the whole meta and layered aspects of working with these AI APIs. Including a hot take on why the chat interface is so useful for LLMs. Prompt Roundtrips = Brittle My first thought was that prompt roundtrip based workflow interactions are going to create a whole new class of brittle integrations with LLM/AI APIs. With a whole new class of error types and debugging challenges. Is the prompt wrong? Did the LLM start returning odd results? ...

August 25, 2024 · Stephen Johnston