Notes from
the render farm.
Practical guides to turning pages, products and data into videos worth publishing.
Start with a source, choose a format and build a workflow you can repeat. These guides cover the editorial decisions, data preparation and production checks behind automated video.
Explore the guides.
AI video tools: choose the right generator for your workflow
Compare AI video tools by the job: generated footage, presenter videos, text and URL conversion, product ads or repeatable video automation.
Read the guide ↗Choosing a workflowText-to-video AI: choose between prompts, scripts and scenes
Understand text-to-video AI tools, the difference between generating footage and assembling a narrated script, and how to evaluate the exported result.
Read the guide ↗Choosing a workflowVideo automation APIs: what to evaluate before integrating
Compare video generation and rendering APIs, asynchronous jobs, webhooks, retries, storage and the controls a production integration needs.
Read the guide ↗Choosing a workflowAI video generator costs: compare the full production bill
Compare AI video tool costs across subscriptions, credits, generated footage, rendering, retries and review using cost per approved video.
Read the guide ↗Source to screenURL to video: how to turn a webpage into a useful video
A practical URL-to-video workflow: choose the right source, check extracted facts, plan scenes and evaluate tools before automating production.
Read the guide ↗Production at scaleBulk video creation from a CSV: a reliable workflow
How to structure a spreadsheet for bulk video creation, validate rows, track failures and estimate render volume without losing control of quality.
Read the guide ↗Ecommerce workflowsProduct video automation: from catalogue to ad variants
Build a product video workflow with accurate variants, a reusable scene plan, controlled creative tests and a process for refreshing outdated videos.
Read the guide ↗Content repurposingArticle to video: turn a blog post into a clear explainer
Turn articles into videos with an editorial workflow for choosing one answer, writing a spoken script, matching visuals and reviewing captions.
Read the guide ↗FundamentalsWhat is programmatic video?
How coded templates turn structured data into repeatable video production.
Read the guide ↗ComparisonVidengine vs AI video generators
Understand the different jobs served by generated footage and template-based rendering.
Read the guide ↗