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Tech FrontiersIn-depth analysis of Google Gemini 3.5 Flash's three core strengths: Agent autonomous execution, sub-one-minute video generation, and 76.2% coding score. Compared with GPT and Doubao.
Expert OpinionsReplit CEO Amjad Masad on AI Agent long-horizon reasoning breakthroughs from 2 to 200 minutes, natural language programming, and why current AI utility may be AGI's biggest obstacle.
Product ReviewsHands-on review of Replit Agent 4's three core features: canvas design variants generating 4 UI options in 2 minutes, multi-agent parallel building like managing a team, and code-generates-everything.
Product ReviewsHands-on deep dive into Claude Code's upcoming Ultra Review: multi-Agent parallel search, independent verification, deduplication workflow, comparison with standard Review, plus custom Fleet Review implementation.
Product ReviewsIn-depth review of GitHub Copilot CLI public preview: a free terminal coding agent powered by Claude Sonnet with no rate limits, tested against Claude Code across four real coding tasks.
Tech FrontiersOpenAI announces its frontier models, Codex programming tool, and Bedrock Managed Agents are now in limited preview for AWS customers. Analyzing the three core products, enterprise value, and shifting cloud AI dynamics.
TutorialsDeep analysis of real Ningbo Bank AI Agent interview questions covering LLM multi-path reasoning optimization, agent debugging methodology, Python deep/shallow copy, GIL, and decorators.
TutorialsDeep comparison of AI Agent interview focuses at ByteDance, Tencent, and Alibaba: ByteDance drills ReAct implementation & RLHF details, Tencent emphasizes MCP protocols & memory systems, Alibaba focuses on multi-Agent architecture & business deployment.
Product ReviewsIn-depth testing of Google Jules AI coding agent with a real Java backend project, revealing code generation quality, hallucination issues, and capability boundaries.
Product ReviewsDeep review of Google's free AI coding agent Jules — covering GitHub integration, async coding, voice summaries, and a full comparison with Cursor and GitHub Copilot.
Product ReviewsHands-on testing of Manus general AI Agent across history report generation, Tesla stock analysis, and GAIA benchmarks. Compares vertical vs general agents with scoring data and limitation analysis.
Product ReviewsA deep review of Manus AI Agent across technology, product, and marketing dimensions, compared with MetaGPT. Core capabilities overlap by 90%+. Is it innovation or packaging?
Product ReviewsHands-on Manus AI Agent review: generate a playable Snake game and physics animation site with one prompt. Covers registration, how it differs from ChatGPT, cloud execution, and current limitations.
Product ReviewsManus AI Agent is now fully open. This hands-on review tests it through a complete social media startup scenario—from research to content production—revealing its real capabilities and limitations.
Product ReviewsIn-depth review of Google's AI coding agent Jules, powered by Gemini 2.5 Pro. Demos show GitHub integration, C# code analysis across 10 dimensions, and auto Python GUI development.
Product ReviewsHands-on review of Manus after open registration: testing news webpage generation, flight search, and video creation reveals AI Agent limitations in accuracy, efficiency, and cost-effectiveness.
Product ReviewsIn-depth hands-on review of Nano AI agent with Guizhou travel guide and Pop Mart business analysis tasks. Free MCP tools, zero setup, 10-min reports with detailed pros/cons analysis.
Product ReviewsIn-depth hands-on review of Kimi's AI Agent 'OK Computer' across website building, data analysis, audio picture books, and PPT creation. Can an agent with 20+ built-in tools truly do your work?