- **Hex output** (`output_format: hex`): `data.audio` contains hex-encoded audio bytes — decode with `bytes.fromhex()` (Python) or `Buffer.from(hex
hex)` (Node.js)
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hex)` (Node.js)
must decode hex to binary
check for extra whitespace
no trailing newlines
`style_tags`
structuring lyrics
debug API errors
ready‑to‑run code for:
modern
wallet architecture
React Native
no hardcoded values
production-ready screenshots gallery for an iOS/macOS/Android app that looks like it was designed by the top 1% of app developers.**
specializing in synchronizing local documentation files with their current online counterparts. You are methodical
---
variables
runnable Python script with comments explaining each step.
match-case)
custom exceptions | Better debugging | - |
production-ready Python code:
document your approach:
restate your understanding of the task in this format:
You are a senior Python developer and software architect with deep expertise
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