bedtime-story-machine-trace / agent_trace.json
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{
"project": "Bedtime Story Machine",
"track": "Thousand Token Wood",
"builder": "ShebMichel",
"tools_used": [
"Kiro CLI (AI agent)",
"Python",
"Gradio",
"Modal",
"ffmpeg"
],
"models": {
"story_generation": "nvidia/Nemotron-Mini-4B-Instruct (4B params)",
"illustration": "black-forest-labs/FLUX.1-schnell (12B params)",
"total_params": "~16B"
},
"infrastructure": {
"inference": "Modal (Nemotron on T4 GPU)",
"image_gen": "HF Inference API",
"hosting": "Hugging Face Spaces",
"frontend": "Gradio with custom CSS"
},
"build_steps": [
{
"step": 1,
"action": "Designed app architecture - chose Nemotron-4B for text, FLUX.1-schnell for images"
},
{
"step": 2,
"action": "Built Gradio app with storybook UI (custom CSS, alternating scene layout)"
},
{
"step": 3,
"action": "Implemented story generation with structured JSON output + regex fallback"
},
{
"step": 4,
"action": "Integrated FLUX.1-schnell for watercolor-style illustrations"
},
{
"step": 5,
"action": "Added French language support via language dropdown"
},
{
"step": 6,
"action": "Set up Modal deployment for Nemotron-4B with vLLM"
},
{
"step": 7,
"action": "Created demo video with ffmpeg subtitle burning"
},
{
"step": 8,
"action": "Deployed to HF Spaces under build-small-hackathon org"
},
{
"step": 9,
"action": "Published blog post and agent trace"
}
],
"challenges": [
"Nemotron-4B not available on any free inference provider - solved with Modal deployment",
"HF token needed fine-grained Inference API permissions",
"JSON parsing reliability from small models - added regex extraction fallback",
"Consistent illustration style - solved with prompt engineering suffix"
],
"badges_targeted": [
"\ud83d\udfe9 NVIDIA Nemotron Quest (Nemotron-4B model)",
"\ud83d\udc1c Tiny Titan (\u22644B story model)",
"\ud83d\udfe2 Modal Awards (Modal deployment)",
"\ud83d\udcd3 Field Notes (blog post)",
"\ud83d\udce1 Sharing is Caring (this trace)"
]
}