What we're building, learning & shipping
Practical guides, engineering deep dives, and lessons from running AI video production at scale.
How to Run an AI UGC Program to Scale Your App
AI UGC lets you run the viral-video playbook that scales apps in 2026 — without hiring or managing creators. Engineer one repeatable format, then scale volume.
AI UGCHow to Run an AI UGC Program to Scale Your App
AI UGC lets you run the viral-video playbook that scales apps in 2026 — without hiring or managing creators. Engineer one repeatable format, then scale volume.
Keira · July 16, 2026
VidGuy vs FastlaneVidGuy vs Fastlane: Paid Ads vs Organic Virality
Compare VidGuy and Fastlane. Fastlane optimizes for organic virality and account scaling; VidGuy optimizes for paid acquisition and conversion-ready creative.
Keira · June 25, 2026
VidGuy vs CreatifyVidGuy vs Creatify: SaaS Briefs vs URL Scraping
Compare VidGuy and Creatify for AI video production. Why URL-to-video automation works for physical products but often fails for B2B SaaS.
Keira · June 25, 2026
VidGuy vs Flora.aiVidGuy vs Flora.ai: Done-for-You vs Node Canvas
Compare VidGuy and Flora.ai. Flora.ai is a node-based creative canvas for visual R&D; VidGuy is a done-for-you B2B SaaS video production service.
Keira · June 25, 2026
VidGuy vs Revid AIVidGuy vs Revid AI: Performance Ads vs Organic Repurposing
Compare VidGuy and Revid AI. Revid AI is built for high-volume organic repurposing; VidGuy is built for high-converting B2B SaaS performance ads.
Keira · June 25, 2026
VidGuy vs MakeUGCVidGuy vs MakeUGC: Flat Pricing vs Metered Exports
Compare VidGuy and MakeUGC for B2B SaaS video production. Why metered exports create an expensive iteration penalty.
Keira · June 25, 2026
VidGuy vs MaxFusionMaxFusion MCP vs VidGuy: AI Video Ads in 2026
MaxFusion and VidGuy both ship MCP servers for AI agents. Compare their MCP endpoints, AI ad models, and pricing for 2026 — and see which one fits your team.
Keira · June 25, 2026
VidGuy vs HeyGenVidGuy vs HeyGen: Managed Ads vs Self-Serve Avatars
An honest comparison of VidGuy and HeyGen for B2B SaaS video production. Output type, pricing, hidden costs, and which teams each one fits.
Keira · June 21, 2026
VidGuy vs ArcadsVidGuy vs Arcads: Finished Ads vs Raw Actor Clips
Compare VidGuy and Arcads for B2B SaaS video production. The real cost difference between finished deliverables and raw actor clips.
Keira · June 21, 2026
VidGuy vs RunwayVidGuy vs Runway: Marketing Partner vs VFX Engine
Compare VidGuy and Runway for B2B SaaS video. Runway is a generative VFX engine; VidGuy is an end-to-end marketing production partner.
Keira · June 21, 2026
B2B SaaSBest AI Video Production Services for B2B SaaS (2026)
Compare AI video production options for B2B SaaS teams — managed services, self-serve tools, and end-to-end agents, with pricing and a decision framework.
Keira · June 17, 2026
AI Video AgencyAI Video Agency vs Software vs Agent for B2B SaaS
Should your B2B SaaS team hire a video agency, buy AI video software, or use an AI video agent? A comparison across cost, speed, and quality.
Keira · June 17, 2026
Managed AI VideoManaged vs Self-Serve AI Video: A B2B SaaS Guide
Should your B2B SaaS team use a managed AI video service or a self-serve tool? The decision across cost, quality, speed, and internal overhead.
Keira · June 17, 2026
AI Video AgentThe AI Video Agent: From Brief to Published Post
What an AI video agent actually does, how it differs from self-serve tools and agencies, and why B2B SaaS teams are using agents to run always-on video content.
Keira · June 14, 2026
LinkedIn AdsHow an AI Video Agent Produces LinkedIn Ads End-to-End
A step-by-step look at how an AI video agent creates LinkedIn ads from brief to published post, including script, UI walkthroughs, voiceover, and captions.
Keira · June 14, 2026
TikTok AdsHow an AI Video Agent Produces TikTok Ads End-to-End
A step-by-step look at how an AI video agent creates TikTok ads from brief to published post, optimized for hooks, pacing, captions, and conversion.
Keira · June 14, 2026
AI Video CostsThe Hidden Costs of Self-Serve AI Video Tools for B2B SaaS
Self-serve AI video tools look cheap, but the real cost includes editing, failed renders, credit expiration, and internal labor. Here is the full breakdown.
Keira · June 14, 2026
AI Video EvaluationHow to Evaluate an AI Video Production Service: 7 Pillars
Use this 7-pillar framework to evaluate any AI video production service for B2B SaaS — score delivery, post-production, pricing, walkthroughs, and more.
Keira · June 14, 2026
E-commerceBest AI video tools for Shopify product pages (2026)
An honest comparison of AI video tools for Shopify operators — VidGuy, Revid.ai, Creatify, Pictory, Runway — with use-case fit, pricing, and a decision tree.
Keira · May 18, 2026
AI UGCHow to make AI UGC videos that actually convert (2026)
The framework we use to brief AI UGC ads — hook, character, script, setting, CTA — plus copy-paste templates for Shopify, SaaS, and mobile apps.
Keira · May 18, 2026
AI VideoHow to create faceless YouTube videos with AI in 2026
A practical guide to building a faceless YouTube channel with AI — script, voiceover, visuals, and exports — without spending hours editing.
Keira · May 18, 2026