Show HN: Script Snap – Extract code from videos

Published: (February 20, 2026 at 11:39 PM EST)
2 min read

Source: Hacker News

Stop Publishing Hallucinations. Start Shipping Engineering Assets

The only AI video‑to‑blog engine that understands Kubernetes, LLM, and Vercel with 99 % accuracy for technical terms. Optimized for modern tech stacks:

  • Next.js
  • Python
  • Advanced AI

worker‑node‑01 — script‑snap‑core
Powering workflows for next‑gen creators.

Creating content is hard. Repurposing it shouldn’t be torture.

The Algorithm Trap

You spend 20 hours editing a review, it spikes for 2 days, then flatlines.

The “Whisper” Hallucinations

Generic AI tools turn PyTorch into “Pie Torch.” Fixing typos takes longer than writing.

The Repurposing Burnout

You know you should write a blog post for SEO, but you’re too exhausted.

The Hybrid Cloud Engine

Orchestrated by Inngest. Powered by Railway. Edge‑cached on Vercel.

graph TD
    classDef user fill:#000,color:#fff,stroke:#fff,stroke-width:2px;
    classDef vercel fill:#000,color:#fff,stroke:#fff,stroke-width:1px,stroke-dasharray:5 5;
    classDef railway fill:#0b0e14,color:#fff,stroke:#a855f7,stroke-width:2px;
    classDef inngest fill:#0e1c26,color:#fff,stroke:#17d3d6,stroke-width:2px;
    classDef ai fill:#1e293b,color:#60a5fa,stroke:#3b82f6,stroke-width:1px;

    User(YouTuber):::user

    subgraph "Frontend (Vercel Edge)"
        UI[Next.js App]:::vercel
    end

    subgraph "Event Bus (Inngest)"
        Queue[Async Queue]:::inngest
    end

    subgraph "Compute Node (Railway)"
        Worker[Python Worker]:::railway
        FFmpeg[Audio Extract]:::railway
        Dict[Tech Dictionary]:::railway
    end

    subgraph "Intelligence"
        Nova((SOTA ASR Models)):::ai
        GPT((SOTA Reasoning Models)):::ai
    end

    User --> UI
    UI -- "1 Submit Job" --> Queue
    Queue -- "2 Wake Worker" --> Worker
    Worker -- "3 Extract" --> FFmpeg
    FFmpeg --> Nova
    Nova -- "4 Raw Text" --> Dict
    Dict -- "5 Corrected Text" --> GPT
    GPT -- "6 Final Docs" --> UI

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