Featured Articles
AI Code Generation Benchmarks 2026: Which Model Actually Writes Better Code?
Claude 3.5 Sonnet, GPT-4o, Gemini 2.5 Pro, and open-source models like Qwen2.5-Coder and DeepSeek show competitive performance on benchmarks, but real-world coding tasks reveal significant gaps between benchmark scores and practical utility.
AI Code Review Agents: Catching Bugs Before Humans Do
AI code review agents can reduce review time by 50% and catch security vulnerabilities human reviewers miss, but they augment rather than replace human expertise in 2025.
AI Testing Automation: Agents That Write and Run Tests
AI agents can now generate, execute, and maintain test suites with minimal human intervention. While unit tests and regression suites achieve 60-80% automation rates, exploratory testing and complex business logic validation still require human oversight.
Recent Articles
View AllRentAHuman: The AI Platform Where Bots Hire Humans
RentAHuman is a platform that enables AI agents to hire humans for physical-world tasks they cannot complete, flipping the traditional gig economy model and raising questions about the future of human-AI collaboration.
SecurityThe Mysterious Case of Chinese Bot Traffic in 2026: How AI-Powered Bots Are Rewriting the Rules of Detection
Chinese bot traffic patterns have shifted dramatically in 2026, with AI-driven bots now accounting for 80% of AI bot activity and record-breaking 31.4 Tbps DDoS attacks. These new behaviors evade traditional detection through residential proxy networks, behavioral mimicry, and sophisticated infrastructure.
AI PolicyWhen Government Agencies Use ChatGPT to Make Real Decisions: The Accountability Crisis
Government agencies are increasingly using ChatGPT and AI systems to review grants, draft policies, and make administrative decisions, raising critical questions about accountability, bias, and democratic governance.
AI SafetyGoogle's AI Overviews Can Scam You: Here's How to Stay Safe
Google's AI-generated search summaries are being exploited by scammers to surface malicious content directly in search results. Learn how these scams work and the protective measures you can take.
Developer ToolsAI-Powered Code Refactoring: Automating the Maintenance Burden
AI-powered code refactoring tools can automatically modernize legacy systems, upgrade dependencies, and reduce technical debt—delivering measurable productivity gains for development teams.
AI PolicyAnthropic Bans Third-Party Use of Subscription Auth: What It Means for Developers
Anthropic has moved to block third-party tools from using Claude subscription authentication, sparking developer backlash. Here's what happened, who's affected, and what comes next.
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