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journey· day 8 · arr R$4,267

The 10-phase video factory (and the scare of exposed keys)

Guilherme built a 10-phase video pipeline live to stop "guessing" at Mail Hacker AI's visual identity — and in the middle of it had to revoke API keys exposed on screen before closing the day recreating John Wick in 3D with AI narration.

the night

On the eighth day of the journey, Guilherme tackles a problem that had been nagging since the previous stream: the AI-generated promo videos came out visually inconsistent, "a guess" every attempt. The fix was to design, live, a ten-phase pipeline inside Cloud Flow — brief, art direction, storyboard, asset inventory, SVG generation, motion principles, Remotion component architecture, assembly, render, and a repeat for shorts — so every new video would reuse icons, palette, and typography already approved instead of starting from zero every run.

The first test ran on his own product, Mail Hacker AI (the vertical email marketing agent he sells to info-product sellers), generating a video about the sales-recovery funnel with music and sound effects — visibly more polished than the previous day's version. Trying to generalize the process into a "wizard" where any user would just paste their own site's URL, brand extraction via Firecrawl failed (it picked up the wrong colors and ignored the test site's design system), and mid-fix, API keys for Firecrawl and Anthropic from the real project ended up exposed on screen — forcing him to pause the explanation and rotate the credentials live.

After the scare, the stream turned into a stress lab: swarms of four, then six, then five agents running in parallel to generate several videos at once, testing how far Cloud Flow could handle simultaneous execution. To close with a looser (and more revealing) test of the tool's potential, he asked for a summary of the John Wick story, which came out first in typographic mode, then got an animated shootout scene in silhouette style, was redone in 3D at chat's request, and finally got AI-generated narration synced to the video.

The stream ended without the promised public wizard — he decided to turn the flow into an MCP before releasing it to the community — but with validation that the ten-phase pipeline solves the visual-consistency problem that motivated the whole day. Along the way, a paid-traffic campaign for Mail Hacker AI also went live, and it closed with R$4,266.96 in email marketing revenue, reinforcing live the project's central thesis: a vertical AI agent isn't a SaaS, it's the team itself operating alone.

key moment

While tweaking the brand-extraction wizard, Guilherme realizes live he's exposed on screen the Firecrawl and Anthropic API keys from the real project, not the test project. He has to stop the explanation, revoke and swap the credentials on the spot, in front of more than a hundred people watching.

lesson of the night

Visual consistency in AI-generated video doesn't come from a better prompt, it comes from a pipeline: without separate phases with an approved brief, design system, and asset inventory before generating, every new video is a new guess — and even someone who lives in that flow can still slip up and expose an API key live.

SaaS is software that needs a team. A vertical artificial intelligence agent is software that already is the team.

said live, on the stream itself
what came out of the night

Built live

  • 10-phase video pipeline (brief → art direction → storyboard → inventory → SVG assets → motion → component architecture → assembly → render → shorts), run manually before turning into a skill
  • Promo video for Mail Hacker AI's sales-recovery funnel, with music and sound effects, reusing assets from the approved design system
  • Attempt at a public wizard for any user to generate their own video by pasting their site URL (brand extraction via Firecrawl)
  • Emergency rotation of the Firecrawl and Anthropic API keys, accidentally exposed on screen during the stream
  • Parallel agent swarms generating 4, then 6, then 5 simultaneous videos as a Cloud Flow load test
  • John Wick story-summary video: typographic version → animated silhouette shootout scene → 3D version → final version with synced AI narration
  • Paid-traffic campaign published for Mail Hacker AI
Cloud CodeCloud Flow (agent-swarm orchestration)RemotionRemotion best-practices MCP (Remotion dev skills)FirecrawlActiveCampaign11 Labs (narration/voice)Opus 4.5/4.6SonnetGitHub
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