INSIGHTS
Insights
Written from execution, not theory.
OpinionWeb3 PMF: Who Stays When the Incentives Stop?"We've already found PMF." We ask a different question first. If you turned off every token incentive tomorrow, how many users would stay?#DeFi #StrategyJul 2026 · 7 minGuidesKorean Exchange Listings: A Result, Not a Goal"How do we get listed on Upbit?" We ask a different question first. The day after listing, why does anyone keep trading this token?#Korea #LaunchJul 2026 · 7 minResearchStablecoins Entering Korea: The Real Problem After the LicenseTalk about Korea entry and it starts with licenses and banks. We ask a different question first: why would a Korean hold your stablecoin instead of won?#Korea #StablecoinJul 2026 · 7 minGuidesKorea Crypto GTM: What Makes It DifferentTranslation, Telegram, AMAs. All done, and nothing happened. Not for lack of execution. Because what was executed doesn't match how this market is built.#Korea #LaunchJul 2026 · 8 minGuidesThe Korea Launch Playbook: Why Sequence Is EverythingWhy should the users who arrive on launch day come back? Fewer teams than you'd expect can answer that on the spot.#Korea #LaunchJun 2026 · 8 minResearchKorean Crypto KOLs: Followers Are Not a Metric"Which KOL has the most influence?" We never answer that directly. Campaigns that start from the wrong question only burn budget.#Korea #KOLJun 2026 · 8 minResearchHow Hyperliquid Actually Acquired TradersEveryone copied the points program. So why don't they get the same results? Because what got copied was the artifact, not the structure.#DeFi #TradingJul 2026 · 8 minAIThe AI Workflow for Web3 Teams: One Operator, Five People's OutputEvery team says they use AI. So why hasn't output changed? Our answer: it's the structure, not the tools.#AI #SystemsMay 2026 · 7 minCommunityThe Telegram Community Playbook: A Dead Room Kills TrustTraders open your Telegram before your docs. And they judge it in thirty seconds. Those thirty seconds are your first impression.#Community #LaunchMay 2026 · 7 minResearchJapan Web3: Slowly, Then All at Once"It worked in Korea, so Japan should be similar, right?" We give the same answer every time. No. That approach fails in Japan.#JapanApr 2026 · 7 minGuidesThe Web3 GTM Guide: Narrative to ListingTalk to teams after a failed launch and they share one thing: everyone worked hard. Every checklist item done, and no result.#Launch #StrategyJun 2026 · 8 minAIRunning Community with AI Agents: Where Automation EndsWho answers the 3 a.m. question? Teams that automate everything lose the community. Teams that automate nothing lose the operator.#AI #CommunityMay 2026 · 7 min