Promptsmith
ELI5 — The Vibe Check
A promptsmith is someone who specializes in crafting prompts. Not a prompt engineer (too corporate). Not a prompt whisperer (too mystical). A promptsmith: a craftsperson who iterates with the forge and hammer.
Real Talk
Promptsmith is colloquial for a practitioner skilled at prompt engineering through disciplined iteration. Implies craft-level expertise — understanding model biases, effective structuring, and eval-driven refinement. More common in indie dev and startup culture than enterprise titles.
When You'll Hear This
"We need a promptsmith, not a prompt engineer with a cert." / "Solid promptsmithing — this prompt is crisp."
Related Terms
AI Whisperer
An AI whisperer is that one person on the team who always gets amazing results from AI tools while everyone else gets garbage.
Prompt Engineering
Prompt engineering is the art of talking to AI so it actually does what you want.
Prompt Smithing
Prompt smithing is the craft of shaping prompts through deliberate iteration — testing, tweaking, measuring. Not vibes-based prompting.
Prompt Surgery
Prompt surgery is surgically editing your prompt to fix a specific failure, rather than rewriting the whole thing.