
OCDevel AI Video Generation Podcast
This podcast helps creators, marketers, indie filmmakers, and small studios produce professional video using AI. Each episode pairs a fast news rundown on the AI video generation landscape with a hands-on tutorial. The news covers the shifting model leaderboard and capability changes, while the tutorial series progresses from basic prompting to running a one-person studio. Topics include text-to-video, image-to-video, keyframes, character consistency, editing, grading, AI audio, and the business of delivering finished work.
Episodes
Chaining Keyframes Into Continuous Multi-Shot Scenes: Last-Frame Seeding and First/Last-Frame Interpolation
A single clip caps out around five to ten seconds, so you build longer scenes by harvesting the last frame, seeding the next clip, and using first/last-frame interpolation to keep motion flowing across the seam. The catch is the join: generators decelerate the camera at clip ends, so naive concatenation reads as a freeze unless you match momentum and trim the deceleration tail.
Episode page &
Character Consistency: Sheets, References, and When Multi-Reference Beats a LoRA
In mid-2026, native multi-reference inside the major video tools does what a custom character LoRA used to for most one-off and short-series jobs. Train a LoRA only when you'll reuse the same face hundreds of times, need exact lock, and control a clean dataset.
Episode page & show notes
Try a walking desk - stay healthy & sharp while you learn & code
This tutorial climbs the next
Cost Per Finished Clip: AI Video Economics, Take Ratios, and How to Stop Torching Credits
The price you see is cost-per-generation; the price you pay is cost-per-finished-clip, and the gap is your real take ratio of three to five rolls per keeper. Draft cheap to lock the shot, cap your rerolls, and spend the premium render once on the approved hero.
Episode page & show notes
Try a walking desk - stay healthy & sharp while you learn & code
The closer of Act One. We tie the s
Prompt Dialects: Why One Video Prompt Gets Different Results Across Models, and How to Read a New Model's Style
The same prompt lands differently on Veo, Sora, Runway, and Kling because each model learned the writing style of its training captions, and many platforms quietly rewrite your words before the model sees them. Learn a five-step method to read any model's dialect from its own docs and a controlled bench instead of memorizing one syntax that breaks on the next tool.
Episode page & show not
Minting Keyframes: Using Image Models to Build a Start Frame Your Video Stage Can Actually Animate
A still you approve beats gambling on text-to-video, so this episode shows you how to mint a start frame in an image model and hand it to the video stage for motion. We cover the snapshot roster, prompting a frame with somewhere to go, matching aspect ratio and resolution, the full round trip, and the pitfalls you will actually hit.
Episode page & show notes
Try a walking desk - stay healthy &
Native Audio vs Silent Clips, and Editing a Shot by Conversation
Whether a model hands you sound baked in or a silent clip reshapes your whole edit, and there's a cleaner move than re-rolling: tell the model, in plain words, to change one thing about a clip you already like.
Episode page & show notes
Try a walking desk - stay healthy & sharp while you learn & code
The last stop in Act I, and two ideas about what happens after you generate, whic
Seeds, Negative Prompts, and the Failure Modes You Will Actually Hit
Stop feeding the slot machine. How a fixed seed gets a look back instead of getting lucky, why telling a model what to avoid usually backfires, and how to name the way a clip broke so you know whether to tweak the prompt, change the shot, or stop rolling.
Episode page & show notes
Try a walking desk - stay healthy & sharp while you learn & code
Episode five of the single-shot ladder, a
Aspect Ratio, Duration, Resolution, and FPS: The Constraints That Bite
Four boring numbers quietly wreck good clips, and they only bite when you decide them late. How to set the frame's shape, plan around short duration caps, draft cheap and finish sharp, and pick a frame rate, all before you spend a single credit.
Episode page & show notes
Try a walking desk - stay healthy & sharp while you learn & code
Episode four of the single-shot ladder, and th
Image-to-Video vs Text-to-Video: Why a Start Frame Wins Control
There are two front doors into every video model, and most beginners pick the wrong one. Why handing the model a still you already approved beats rolling the dice on pure text, how the prompt changes when the image carries the scene, and when text-to-video is still the right call.
Episode page & show notes
Try a walking desk - stay healthy & sharp while you learn & code
Episode three o
The Anatomy of a Video Prompt: Subject, Action, Camera, and Light
An image prompt describes a frozen moment; a video prompt has to describe change over time. We break a shot into eight parts you can fill like a checklist, hand you a copyable template, and finish on the one contradiction that wrecks more clips than anything else.
Episode page & show notes
Try a walking desk - stay healthy & sharp while you learn & code
Episode 2 of Act I. Last time yo
Pick Your First AI Video Tool, and Learn to Read the Leaderboard
Episode one, the first rung of the ladder: choose a hosted AI video generator without overthinking it, get a clip out fast, and learn the one durable skill, reading the live leaderboard and benching the top tools on your own shot instead of chasing this month's number one.
Episode page & show notes
Try a walking desk - stay healthy & sharp while you learn & code
First episode of t
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