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Engineering deep-dives, growth experiments, and the weird stuff we shipped this week. Written for creators, founders, and operators who'd rather build than perform.
✨ Latest essayThe actual workflow — minute by minute. Three competitor handles in, a full week's calendar out, one upload of your face and voice, and every reel ships at peak time without you opening an editor.

Sumit Teli
May 22, 2026 · 5 min read
GrowthEvery guru tells creators to post 3x a day. The algorithm doesn't reward volume — it rewards per-post quality signals. Posting more spreads attention thinner across worse content. Here's the math, and the cadence that actually works.

Dr Xin Qin
May 22, 2026 · 5 min
ProductAn honest breakdown. HeyGen wins at corporate avatars. OpusClip wins at long-form repurpose. Buffer wins at multi-brand scheduling. ManyChat wins at e-commerce DMs. Regent wins when you need the whole loop in one workflow.

Sumit Teli
May 22, 2026 · 6 min
Behind the buildI tried to start posting using AI avatars. It cost a fortune, took forever, and the output was mid. So I built the tool I actually wanted — one that watches your competitors, writes your scripts, renders reels in your face and voice, and posts at peak time. Without the duct tape.

Sumit Teli
May 22, 2026 · 5 min
GrowthRegent watches your top competitors every day and extracts the patterns from their best posts. The formula that emerges is the same across niches — hook in 1.8s, face by 3.2s, question close. Here's the full pattern + how to apply it.

Dr Xin Qin
May 22, 2026 · 4 min
GrowthHow AI reels went from uncanny to undetectable in 18 months — and the exact stack (research → script → render → publish) that lets one person ship a creator's full posting calendar without ever opening an editor.

Sumit Teli
May 22, 2026 · 6 min
Apply for the Creator Beta. Drop your handles, your face, your voice — first reel renders in under 12 minutes.
Apply for Creator Beta