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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.

Traditional AI benchmarks are losing discriminative power. Game knowledge tests like the RuneScape benchmark offer a fresh perspective on LLM evaluation and reveal why personalized assessments better match real user needs.

Deep dive into domain security architecture for self-hosted services: Should services with different exposure levels use separate domains or subdomains? Analysis of subdomain enumeration risks, defense in depth, and practical isolation strategies.

OpenAI CEO Sam Altman demos unreleased Astra model to Washington policymakers, revealing proactive regulatory engagement trends and their implications for AI governance.

Google kills another app before launch, sparking Reddit debate. Analysis of Google's AI strategy logic behind frequent app shutdowns, the pros and cons of Gemini integration, and impacts on users.

What happens when AI agents are tasked with running a real company? This analysis examines agent performance, critical shortcomings, and practical enterprise deployment advice.

AI Doomers warn AI will destroy humanity, but have they actually built AI apps? A developer's sharp critique reveals the vast gap between AI demos and real engineering practice.

Exploring tiling window management for multi-agent AI conversations: how it solves parallel monitoring and observability challenges, real-world limitations, and the evolution from chat boxes to control consoles.

A user burned over 14,000 Perplexity Computer credits building an AI Agent workflow with zero output. We break down the three fatal flaws and the Claude+OpenAI workaround.

Deep dive into Chatwoot, a 34K-star open-source customer service platform on GitHub. Covers omni-channel support, self-hosted deployment, and AI integration as an alternative to Intercom and Zendesk.

GitHub Trending July 31: reverse-skill AI security skill pack surges 612 stars/day, plus open-source customer service, minimalist project management, and ESP32 hardware hacking tools.

A reported 3-word prompt jailbreak of Claude Opus 5 sparks debate. We analyze the technical nature of LLM jailbreaks, alignment fragility, and defense-in-depth strategies for enterprise AI security.

A reported 3-word jailbreak of Claude Opus 5 sparks debate. We analyze LLM jailbreak mechanics, alignment fragility, and defense-in-depth strategies for AI security.

Pally is an AI assistant natively integrated with iMessage and WhatsApp that monitors your inbox, alerts you to important messages, and auto-replies in your tone.

Greplica is an open-source self-updating wiki for coding agents that auto-extracts decisions, constraints, and gotchas from sessions, enabling shared codebase memory across agents and developers.

Greplica is an open-source self-updating Wiki for coding agents that automatically extracts decisions, constraints, and gotchas from sessions, enabling shared codebase memory across agents and developers.

Gemini Spark is now available globally for Pro/Ultra users with 24/7 background operation. This deep dive covers its core features, use cases, and impact on the AI agent industry.

Robynn AI is a self-learning website operations tool that uses intelligent auditing, natural language editing, and data-driven auto-rollback to solve post-launch decay issues like broken links and ranking drops.

Conduit is an AI customer service agent built for hospitality, supporting 140+ languages across all channels, serving 300+ brands including Marriott and Hilton with 50M+ conversations processed.