KakaoTalk has restricted raw AI-generated emojis since 2023-09. A YouTube deep-dive spells out the loophole that still works — AI for concept and dialogue, manual editing for the final image.
Anthropic quietly dropped claude.ai/design — a conversational design surface that imports GitHub repos and exports to Figma or code. Here is a first-pass hands-on using it to refine the PopCon UI.
Claude Tuner is a Chrome extension that monitors your claude.ai 5-hour and 7-day usage in real time, predicts where you'll be at reset, and recommends the right plan based on 30 days of data.
A five-chapter wikidocs series on Go deployment distills to one decision framework — pick based on how much platform you want, and the answer is rarely ECS.
Three-way tone injection toggle, 3-category angle selection UI, and a few-shot Korean prompt parser that stops misclassifying gender/age/race in prod.
PopCon ships to production with Firebase Google login, per-user SQLite audit logs, a RunPod Pod GPU worker, Fly.io scheduled-availability deploy, and a GitHub Actions cron controller.
Pylette extracts color palettes from images via CLI or Python API — multiple algorithms, multiple colorspaces, parallel batch processing, JSON export. A small 164-star library that does exactly one thing well.
RunPod's spot instances cost about half of on-demand for the same GPU, but can be preempted without notice. The right choice depends on whether your workload can checkpoint and resume.
Two GeekNews migrations (EC2 to Fly, Vercel to Fly) and a full A-to-Z Korean developer blog show the same pattern — Fly.io wins for small-to-medium workloads when the alternative is a hand-rolled EC2 or a paid-by-the-function PaaS.
A market scan of Korean AI emoji tools and platforms — a consumer app (Amoji), a B2B emoji API (Stipop), and the LINE Creators Market submission pipeline that everyone has to navigate.
