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.
Two commits, one observation loop — the research scanner's narrow universe and conservative gates were starving the buy funnel, so this session loosens S1-S3, adds an α/β layer, and archives HOLD decisions for Chief-prompt tuning.
X spins off its DM feature into a standalone messenger app — launched April 17, 2026 on iPhone and iPad with end-to-end encryption, no ads, and calls. The privacy policy, though, is already generating questions.
kargnas/damn-my-slow-kt automates Korea's KT internet SLA measurement and refund request process end to end, using Playwright to drive the official measurement program once every two hours.
Expanded lens presets to 5 general plus a beauty Briese-lighting preset, added hover-preview thumbnails to the angle and lens pickers, and wired production FastAPI telemetry to Grafana Cloud through Alloy over OTLP.
popcon's refine flow lost SAM2 restore because rembg_orig was missing under the new pipeline. Fixed the root cause with a pristine BiRefNet backup, then renamed rembg to matte across the stack and drafted the Google-login and SQLite audit-log spec.
GiSolute Alex's vibe-coding YouTube talk maps the full frontend-backend-database journey in 20 minutes, from DNS resolution and HTTP to WAS, CRUD, and the three-table mental model beginners actually need.
ToonOut is a fine-tuned BiRefNet fork from Kartoon AI that lifts anime background removal pixel accuracy from 95.3 percent to 99.5 percent using a 1,228-image custom dataset.
