Goma's Digest

Is OpenClaw AI agent actually worth your time in 2026? Key Performance Metrics and Benchmarks Key Performance Metrics and Benchmarks OpenClaw AI agent has become one of the most-starred non‑aggregator repositories ever, with 374k GitHub stars compared to Hermes’ 163k according to Dev|Journal. Its architecture emphasizes a “Gateway‑First” multi‑channel infrastructure that lets agents manage state across diverse platforms. Benchmark data from Skywork.ai reveals real‑world performance differences between the leading models. Claude 4.6 Opus scores 68.2% on OSWorld‑Verified desktop control, Gemini 3.1 Pro reaches 75.0%, and MiniMax M2.5 (local) achieves 45.0%. For GDPval (expert knowledge), Claude leads at 73.8% while MiniMax scores 60.2%. Tool calling accuracy on TauBench shows Claude at 92%, Gemini at 89%, and MiniMax at 78%. Prompt injection resistance is rated “Very High” for Claude, “High” for Gemini, and “Medium” for MiniMax. OpenClaw’s April 2026 update introduced breaking change...

Is YouTube Shorts AI automation actually worth your time? What changed in 2026 What changed in 2026 YouTube Shorts has shifted from a supplemental feature to the main growth engine for faceless channels. According to nigcworld.com, Shorts now accounts for the majority of new automation channel traction, with the "hook" needing to land within the first 1.5 seconds. This means creators can no longer rely on long-form strategies when scaling YouTube Shorts AI automation workflows. The platform's algorithm now prioritizes short-form content, making automated production essential for anyone aiming to publish 10 to 100+ videos monthly. Reports from pixelmotion.io show that successful channels treat Shorts as a standalone content pillar rather than repurposed clips. The workflow reality The workflow reality A typical YouTube Shorts AI automation pipeline involves three core phases: script generation, video creation, and scheduling. According to aitoolstack.tools, the seven-...

Photo by Simon Kadula on Unsplash Work Automation Tools 2026: Which one actually moves the needle? ↑ work.com 공식 홈페이지 Is Work Automation Tools worth the hype for your team? Let's cut through the noise. Zapier vs Make vs Claude Cowork: Core differences Zapier dominates app connections — 7,000+ integrations as of 2026, including niche tools like Notion and Airtable. Make shines with API depth and custom code blocks, handling 15,000+ integrations with advanced HTTP modules. Claude Cowork adds AI task agents but needs manual triggers, though its 2026 update introduced automated calendar sync. Zapier's visual builder suits non-technical users, with 90% of users reporting 50% faster workflow setup . Make's modular approach handles complex logic better, ideal for teams managing 10+ interconnected systems. Claude Cowork automates email drafting or data analysis but lacks Zapier's multi-step workflows, though its 2026 beta now supports conditional branching. Seamles...