A survey of judging criteria and ~80 winning websites across 16 international and Chinese web design competitions, coded against a 25-trait checklist and ranked by frequency. Strong brand consistency, micro-interactions, responsiveness, and storytelling lead; accessibility and voice/gesture interaction are nearly absent. Includes judging dimensions and representative winners for Awwwards, FWA, CSSDA, Webby, iF, Red Dot, D&AD, A' Design, Golden Pin, GDC, and DIA.
Using a multi-agent workflow (119 sub-agents in parallel) to deeply research open-source platforms across six domains via web search: cybersecurity threat intelligence, enterprise risk control, supply chain risk, public opinion monitoring, financial research, and industrial monitoring. Conclusion: no ready-made six-in-one platform exists; the most realistic route is a 'general-purpose chassis + domain plugins', and the biggest pitfall is licensing (AGPL/ELv2/custom), not functionality.
A desktop client that lets AI coding agents run locally and work autonomously while you maintain full control at every step.
Microsoft releases VS Code 1.137 with enhanced AI agent capabilities, including scheduled tasks and GitHub issue integration.
A full-spectrum comparison of 30+ flagship models on novel-writing capability, built on the latest September 2026 data from EQ-Bench, WritingBench, LongBench v2, Fiction.LiveBench, and MRCR — with complete data tables.
v0.8.6 improves refresh and reconnection.
Shopify shifts mobile apps back to native development.
Managed sessions for Codex-based agents.
U.K.-based AI data center startup Nscale adds former OpenAI executive to board ahead of anticipated fall IPO.
Moonshot AI targets $2B revenue with K3 model generating 30B tokens daily, while facing allegations of improper training data collection.
