Dev Practice
Developer Practice Channel
No fluffy templates here. This channel only keeps real incidents, real troubleshooting, and reusable steps.
Qwen3.7 Deep Review (May 2026): 5 Hard Tests on Coding, Reasoning, Bug Hunting, and JSON Agent Output
A May 2026 hands-on Qwen3.7 deep review across five hand-written hard problems — linked-list algorithm, liars-and-truth-tellers logic, constrained Chinese creative writing, shallow-copy bug hunting, and strict JSON schema agent output. Each problem includes the full prompt, verbatim answer, and a subjective verdict, with routing notes at the end.
Read full article →AI Coding Shootout — Snake Game with 6 Models (May 2026): Claude 4.7, GPT-5.5, DeepSeek V4 Pro, Kimi 2.6, GLM 5.1, MiniMax 2.7
Six May 2026 flagship coding models share one Snake prompt. I score them on boot-on-first-try, environment guidance, font handling, code quality, and engineering literacy, with a domestic-vs-international routing note.
Read full article →OpenAI vs Claude API Full Comparison (May 2026): Request Format, Cost, and Routing Notes
A practitioner comparison of OpenAI and Claude APIs across request format, response parsing, structured output, pricing behavior, and routing strategy, with a subjective conclusion and linked field tests.
Read full article →Claude Code 4.7 Front-End Demo Review: AgentHub AI Dashboard (vs GPT-5.5 Head-to-Head)
A head-to-head Claude Code 4.7 vs Codex/GPT-5.5 front-end demo review. Same prompt, same AgentHub AgentOps dashboard target — comparing checklist, interactions, mobile, and bundle.
Read full article →Codex/GPT-5.5 Front-End Demo Review: AI AgentHub Dashboard
A practical Codex/GPT-5.5 front-end demo review covering an AI coding agent, AgentOps/AgentHub dashboard, Vite React TypeScript implementation, interactions, mobile behavior, and code quality.
Read full article →VPS Setup Checklist for a New Cloud Server
A practical Ubuntu VPS setup checklist covering sudo users, SSH keys, shell config, Node.js, Go, Nginx, MySQL, and Redis.
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