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TutorialsDetailed analysis of the Windsurf seamless account switching tool "Spark": batch account management, automatic Token refresh, seamless switching mechanism, MCP long conversation capability, ban risks, and compliant alternatives.
TutorialsWhat to do when Windsurf free credits run out? This article details a seamless account-switching plugin that auto-switches accounts with one click — no logout, passwords, or Token copying needed.
Product ReviewsTesting the modular prompt AI website builder that generates full-stack sites from one sentence. Four-layer architecture solves long-prompt hallucination issues.
Product ReviewsTesting the modular prompt AI website builder that generates complete front-end and back-end sites from one sentence, solving long-prompt hallucination issues with a four-layer architecture.
Product ReviewsReal-world testing shows OpenAI Codex free accounts get only ~20 calls per week. A text-to-video black screen bug fix case reveals Codex's superior capability vs other AI coding tools.
Product ReviewsDeepSeek TUI brings DeepSeek V4 Pro into your terminal with a million-token context window, one-command setup. Learn installation, usage, and ideal scenarios for AI-assisted coding in the command line.
TutorialsA deep dive into production-grade AI Agent memory architecture covering four-layer partitioning, bitemporal modeling, and skill extraction to eliminate hallucinations and historical amnesia.
Product ReviewsDeepSeek V4 Pro + Claude Code + Playwright generates 11 UI automation test cases in 16 minutes for just $0.08 total, about $0.007 per case. Full walkthrough with cost analysis.
Deep DivesA plain-English guide to LLMs, Skills, AI Agents, and OpenClaude — clarifying how AI evolved from "can talk" to "can act" to "can act autonomously," with a comparison table.
TutorialsHands-on review of Claude Opus 4.5's coding, writing, and data visualization capabilities. Includes two methods for accessing it from China without a VPN, plus real demos of bug fixing and dashboard development.
Product ReviewsGuyu Maker's Learning Mode hides unnecessary blocks and simplifies the coding interface, helping beginners focus on program logic. Teachers use share codes to control block sets for progressive, scaffolded programming instruction.
Tech FrontiersDeepSeek V3.2 is officially released and open-sourced with reasoning on par with GPT-5, second only to Gemini 3.0 Pro. First to integrate deep thinking into tool use, with top-tier agent capabilities and an IMO 2025 gold medal.
TutorialsAgency Agents provides 144 structured AI Agent role templates across 12 domains, with one-click installation for Claude Code, Cursor, Windsurf and more.
Deep DivesOpenAI launches ChatGPT personal finance tools connecting bank accounts via Plaid for conversational money management. Deep analysis of features, strategy, privacy risks, and industry impact.
Product ReviewsIn-depth review of OpenAI Codex Desktop: Worktree multi-task parallelism, Skills system, automated bug scanning, and comparison with Claude Code to help you decide if this visual AI coding tool fits your workflow.
Product ReviewsCloakFetch is an open-source tool that helps Coding Agents like Claude Code automatically bypass 403 blocks from Cloudflare, Datadome, and other anti-bot systems using real browser rescue and content cleaning.
Deep DivesExplore the three key stages of LLM training: pre-training learns language, post-training learns tasks, alignment learns boundaries. Understand why AI hallucinates.
Product ReviewsHands-on test of OpenAI Codex CLI with a visual novel game task, compared against Claude Code and Gemini CLI on planning, code quality, and completion.
Product ReviewsDeep hands-on review of OpenAI's Codex Claude Plugin covering code review accuracy, adversarial security scanning, and four critical flaws including plugin conflicts, chaotic output, and data security concerns.
Product ReviewsPPT Flag Studio uses 4 AI Agents in a collaborative workflow to generate interactive HTML presentations from raw materials—featuring narrative extraction, structure planning, expression polishing, and HTML rendering.