Blog
Guides and playbooks on editing video with AI agents, transcribing audio and video, and shipping high-retention content faster.
How to edit YouTube Shorts like Ali Abdaal (we measured his videos frame by frame)
We measured four Ali Abdaal Shorts frame by frame: caption style, overlay cadence, zoom timing, hook anatomy, and payoff endings, with the exact numbers and how to copy each one.
Read moreThe Hormozi caption style, measured: how to edit punchy business Shorts
We measured three Alex Hormozi Shorts frame by frame: caption word counts, cut intervals, emphasis mechanics, and pacing. The exact grammar, and how to reproduce it.
Read moreHow Diary of a CEO edits podcast clips (and how to copy it)
We measured three Diary of a CEO clips frame by frame: speaker switching cadence, hook types, caption colors, payoff placement. Here is the copyable recipe.
Read moreMKBHD's editing formula, measured: 7.4 cuts a minute and one deliberate pause
We measured 3 MKBHD reviews with scene detection and frame classification: 43 minutes, 323 cuts, 148 frames. Here is the actual formula, device by device, with numbers.
Read moreThe Fireship style, measured: 13 cuts a minute and zero face time
Scene detection and frame classification on three long Fireship videos: the cut rhythm, the 35% meme rate, the hidden listicle skeleton, and how to reproduce each device.
Read moreWe measured 9 top YouTube videos. None of them burn captions.
502 frames classified from Ali Abdaal, MKBHD, and Fireship videos. Zero burned-in speech captions. What top long-form editors put on screen instead, and why the advice differs for Shorts.
Read moreThe 7 laws of retention editing (from measuring 22 top videos)
We measured 22 top videos frame by frame: 963 hard cuts, 502 classified frames, 7 channels. Seven editing laws held across every one, in Shorts and long-form alike.
Read moreHow to transcribe video offline, free, in 14+ languages
Transcribe video and audio entirely on your own machine. No upload, no per-minute fee, works offline. English plus 25 European languages auto-detected, plus 14 more including Tamil, Hindi, Bengali, Chinese, and Japanese.
Read moreHow to record a remote podcast locally (free, no cloud upload)
Record a two-person remote podcast at full quality without uploading to anyone's cloud. Your guest joins from a browser link, both sides record locally, and the guest's track transfers peer-to-peer, ready to edit.
Read moreThe best AI video script generator for YouTube (2026)
An honest guide to the best AI tools for writing YouTube scripts in 2026 — ChatGPT, Claude, Jasper, Copy.ai — matched to the kind of video you make, plus how to turn the script into a finished video.
Read moreHow to transcribe any audio or video file with AI
Turn an mp3, wav, mp4, or mov into a clean transcript, SRT, or VTT file. Ask your AI assistant in plain English, or run four CLI commands. On-device, private, no upload.
Read moreHow to create YouTube Shorts that actually go viral
A tactical playbook for high-retention YouTube Shorts: the eight mechanics that decide whether a Short loops or gets scrolled, the 30-minute production workflow, and the myths that waste your time.
Read moreHow to edit any video with AI agents
A complete playbook for editing high-retention videos with PandaStudio — zooms with sound effects, lower thirds, captions, LUTs, motion graphics. Destination-specific profiles for YouTube, Shorts, LinkedIn, and Loom.
Read morePandaStudio vs HyperFrames
HyperFrames is an open-source motion-graphics framework. PandaStudio is a full creator studio that ships motion graphics plus recording, transcript editing, captions, AI metadata, and YouTube publishing — all in one app.
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