AI Prompt Encoding: From Brief to Validated Job
Turn natural-language media briefs into constrained, reviewable configuration without giving a model unrestricted execution.
Read the guide · 6 min
AI Prompt Encode API / A brief is just the beginning
Turn a creative brief into a clear plan.
Translate natural-language media requests into constrained configuration, with a visible boundary between proposal and permission.
Use a prompt-planning layer to propose a small set of approved choices. A valid object is only the start: the application must still confirm source access, compatible profiles, timing bounds, and publication review.
Give the brief structure
Identify the source, intended outcome, allowed profiles, and decisions that require editorial review before proposing a job.
Check the proposed fields
Reject unknown properties and unsupported values. Validate relationships such as interval bounds against real asset data.
Keep execution separate
Translate an approved configuration through a controlled adapter. Do not execute arbitrary model-generated shell instructions.
MAKE SUCCESS OBSERVABLE
Your output checklist.
Use these as planning prompts. Adapt the acceptance conditions to your actual source and destination.
- Approved source and destination brief
- Constrained job schema
- Resolved ambiguity and semantic checks
- Separate execution and release review
Technical background: JSON Schema validation reference ↗. The workflow suggestions here are editorial design patterns, not service guarantees.
GO DEEPER
Continue with the field guides.
Clip Encoding: Cut, Crop, and Keep Audio in Sync
Turn long recordings into reviewed clips with explicit timing, framing, caption, and synchronization decisions.
Read the guide · 6 min
LLM Tokenization: Encode Text Without Losing Context
Design text preparation around the chosen tokenizer, context budget, Unicode handling, and explicit truncation rules.
Read the guide · 6 minMAKE THE NEXT STEP A CLEAR ONE
A better workflow starts here.
Bring a question, share a correction, or talk about an encoding idea.