Content Factory.
MP
Live agent · ~90s end-to-end

Ship a launch video
before your coffee cools.

Drop a GitHub repo, Linear ticket, or PDF. We extract what's actually user-facing, write the hook, voice it in your brand, and render the MP4 — in about 90 seconds.

Set up your brand
Agent pipelineextractresearchscriptvoicerender
Generated9:16 · 0:47
Most retry libraries
make you write 40 lines.
0:000:47
acme/webhook-retry
generated in 47s · 4,892 tokens
BRAND-AWARE

Sounds like you, not ChatGPT.

Set up your voice once — tone, signature phrases, what to say and what to never say. Every video sounds like your team wrote it.

FACT-LOCKED

Every line cites a real change.

Scripts are grounded in actual commits, README updates, and shipped features. No hallucinated benchmarks. No marketing-speak.

RENDER-READY

9:16 MP4 with embedded voice.

Outputs a self-contained vertical MP4 with karaoke captions. Drag it straight into Twitter, Reels, or TikTok — no post-production.

// Under the hood

The agent shows its work.

No black box. Watch each decision the agent makes — what it extracted, what it researched, what it chose to lead with, and why. Every step is inspectable, every output traceable to a source.

extract_user_facing_changesGitHub REST → 6 user-facing from 47 commits8s
fetch_market_contextTavily → 12 competitors searched, lead with speed6s
write_voiceover_scriptGemini 2.5 Pro → hook + 6 scenes + CTA11s
synthesize_voiceoverGradium → 47s of audio in your cloned voice9s
compose_final_videoRemotion 4 → 1080×1920 MP4 with embedded audio13s
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