AI Workflow Builder: Describe It, Read Every Step, Then Run It
An AI workflow builder that drafts from plain words, dry-runs every step and saves nothing until you approve. Built around real n8n, Zapier and Make complaints.
27 stories
An AI workflow builder that drafts from plain words, dry-runs every step and saves nothing until you approve. Built around real n8n, Zapier and Make complaints.
Draft AI video at 480p or 720p to iterate quickly, then turn the take you love into crisp 4K with Ultimate Video Upscaler. Real before-and-after examples, pricing and a step-by-step workflow on WaveSpeedAI.
Set up LLM evaluation with a golden dataset, useful metrics, CI gates, regression tests, and production feedback. A practical workflow for engineers.
Stretch a Claude Code Max plan: model choice, context hygiene, prompt caching, subagents and unattended runs, checked against Anthropic's own pages.
With many interview subjects, the job is not equal screen time. It is deciding what each voice contributes and how those voices work together as one documentary.
Interview editing is rarely slow because cutting a clip is difficult. It is slow because finding the right material takes time. Here is a workflow that gets you to the decisions faster without taking them away from you.
Once you have a solid set of interview selects, the question changes from what the interviews contain to what you can build. Here is how to turn those selects into a working first cut.
A long interview can contain hundreds of sentences that sound useful on their own. Only a small number will actually make the final cut. Here is how to tell the difference.
The challenge with multiple interviews is not finding the best quote from each person. It is figuring out how those voices can work together to tell one story.
Opening Premiere does not have to be the start of the edit. Use the transcript first to decide what material matters, which quotes are strongest, and what you want to build in the NLE.
Faster interview editing doesn't have to mean less creative control. Automate the search. Keep the judgment with the editor.
The biggest time drain in documentary editing isn't the timeline. It's the repeated searching, rewatching, and comparing that happens before the rough cut even exists.
You don't need a perfect transcript. You need a reliable one. Here is a faster Premiere transcript cleanup workflow that prioritizes the errors that actually affect the edit.
A transcript and Text-Based Editing are not the same thing. One makes dialogue searchable. The other makes it editable. Here is the difference and why it matters.
A transcript is only the first layer. Here is the complete guide to Premiere Pro transcription—how to generate, edit, and use transcripts for interview editing, and what comes after searchable text.
Professional editors don't log interviews to document every minute. They log them to eliminate future searching. Here is the interview logging workflow that saves hours.
Documentary editors don't start in the timeline. Here is the interview editing workflow they use — from understanding interviews to building a story-first rough cut.
We ran the same model and the same prompt twice to build a Three.js game — one agent with GitHits, one without. Here is how far each got.
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