English Content SEO/GEO Experiment
DevSnack in English
A small, deliberate English content pilot. These pages preserve the technical meaning, measurements, protocols, code, and source links of their Korean originals.
Original-value sample
Stories, Lab, Benchmark, and Knowledge—not automated AI Tech or StockPulse Feed posts.
SEO/GEO experiment
The `/en/...` URL is a stable English artifact for later search and citation comparison.
Explicit language choice
The Korean URL stays Korean. The switch remembers the reader’s choice without changing content behind one URL.
Pilot content
Selected pages are intentionally small enough to review for factual and technical parity.
Story · I Read the News Written by AIEditorial story about authorship, responsibility, and AI-generated news.Story · The AI-Built Gomoku EngineA debugging story where suspiciously perfect results exposed evaluation bugs.Lab Project · StockPulse AI Self-ImprovementProject page with live evaluation data and two translated Lab Notes.Lab Note · 2026-08-21 SuccessA successful LLM forecast and its applied improvement actions.Lab Note · 2026-08-25 FailureA failed forecast and the resulting prompt and feature changes.Benchmark · Ornith-1.5 Server Quality and Real-Use SpeedQ5/Q6/Q8 structured-output reliability and serving-speed measurement.Knowledge · Qwen3.8-27B NVFP4 MTP on GB10Local model deployment, MTP acceptance, throughput, and long-serving results.Knowledge · Wiki Embedding SearchA local hybrid semantic-search design using sqlite-vec, BGE-M3, and reranking.Benchmark Hub · Local LLM BenchmarkEnglish projection of the benchmark protocol and pilot measurement context.