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TutorialsComplete guide to building Dify Agents: Function Call tool calling, ESA search configuration, time awareness solutions, and 161 plugin tools for no-code AI agent development.
TutorialsComplete guide to building AI Agents on Dify with zero code, covering tool integration, ESA search configuration, time awareness solutions, and Agent design best practices.

Ditch overused tutorial projects. Learn what hiring managers actually look for in ML portfolios: LLM apps, Agent systems, MLOps practices, and real-world solutions.

Examining AI's classic "fire alarm" metaphor alongside current risk signals: accelerating capabilities, rising agent autonomy, and lagging governance frameworks—and how humanity can break collective silence.

Explore cross-validation methods using Gemini to review ChatGPT outputs. Analyze the value and limitations of AI peer review with a rational multi-model collaboration framework.

The 10x AI programming productivity myth debunked. Learn why 2x is the realistic gain from LLM-assisted coding, why generation outpaces verification, and practical tips for developers and teams.

Leaping AI builds voice AI agents for blue-collar services like home improvement and roofing, supporting 100+ concurrent calls, multi-day campaign auto-follow-ups, multilingual switching, and deep CRM integration.

Deep dive into AI ad creative tool Adomate: how it integrates Meta ad data, competitor ad libraries, and user reviews to enable traceable, no-black-box scalable ad creative production for e-commerce and DTC brands.

Deep analysis of Anthropic's cryptanalysis research, examining LLM capabilities in code-breaking tasks, dual implications for AI safety, and methodological value as a reasoning ability benchmark.

Learn GitHub's official Dependabot optimization strategies: grouped updates, slower cadence, and security fast lanes to reduce PR noise while keeping vulnerabilities fixed instantly.

Exposing the "GPT-5.6 free trial" scam circulating on social media. Learn about data risks of third-party AI mirror platforms and how to identify AI marketing traps.

Exposing the "GPT-5.6 free trial" scam on social platforms, analyzing data security risks of third-party AI mirror sites, and providing practical tips to identify AI marketing traps.

Deep analysis of the AI industry shockwave triggered by Kimi K3: the double standard behind distillation accusations, performance comparisons with GPT-5.5, real security concerns, and how open-source models threaten closed-source giants.

Deep dive into why Kimi K3 is rattling OpenAI and Anthropic: distillation double standards, GPT-5.5 comparisons, real security risks, and how open-source models threaten closed-source business models.

Analysis of world models as RL training environments: long-horizon consistency progress, how systematic error bias poisons policy transfer, and the emerging division of labor with traditional simulators.

A detailed guide to building a home solar power and storage system for under $5,000, covering PV panel and LiFePO4 battery selection, budget allocation, DIY installation risks, and 5-6 year payback analysis.

Analysis of why FlareSolverr and Byparr fail against Cloudflare. The real issue isn't CAPTCHA solving — it's IP reputation. Learn about VPN pitfalls, static IP risks, and practical solutions.

How many jobs will AI really replace? This article cuts through doomsday and salvation narratives to rationally analyze AI's actual impact on employment using real signals from hiring trends and productivity shifts.

A full breakdown of DeepSeek founder Liang Wenfeng's 4-hour closed-door meeting: no KPIs, only reasonable profits, open-sourcing top models, and tackling AGI via continual learning—a rare AI strategy confession showing how restraint becomes a core edge.

An analysis of DeepSeek's Liang Wenfeng 4-hour investor meeting: restrained pricing with 10-month payback, why open source doesn't hurt revenue, the Agent–continual learning–self-iteration AGI roadmap, plus domestic chips, talent, and your moat.