Editing GoPro footage doesn't stall because editing is hard — it stalls at clip selection. Compares four ways to speed it up: HiLight tags, proxy scrubbing, scene detection, content-based selection.

Grabbing any free track for your travel vlog can get it demonetized or muted. Here's how to pick and edit copyright-safe BGM the right way.

An engineer and a product designer explain why Heimdex built its own video-labeling tool from scratch — and how obsessive UX choices improved AI accuracy by over 20%.

Video search demos always impress. Here are 7 questions that reveal what really happens after you sign — before it costs you months and budget.

Premiere Pro's AI search only indexes footage inside your open project — not your whole archive. Here's why that breaks down for production teams.

A product designer shipped a rebranded homepage with Claude Code in two weeks — no engineers, no prior React experience. Here's what worked, what never did.

How a single bracket [ ] became Heimdex's new logo — inside the rebrand that rejected more concepts than it kept.

How do you brand a product whose core value is what it doesn't do? Inside Heimdex's rebrand: turning "no upload" into language you can design against.

Character.AI drives 180M+ monthly visits almost entirely through organic sharing, yet dedicated clip channels are still rare. Here's why sourcing—not editing—is the bottleneck, and how scene-level search closes it.

How we built high availability in 24 hours for KT's AX Tech Connect 2026 live demo. A deep dive into engineering trade-offs, pragmatic active-active failover, search index synchronization, and lessons learned.