Why You're Still Copy-Pasting Reports in 2026 (Here's How to Fix It with AI Agents)
Your team wastes 20 hours every week on manual reporting. That's $47,000 in lost productivity. Stop the madness and automate it for real.
Coasty Blog3 min read
Computer-Use
13 stories
Anthropic Computer Use vs OpenAI vs RPA: Why Most AI Automation Fails in 2026
OpenAI's $20 Agent fails 57% of tasks. RPA is dead. Manual data entry costs $28,500 per employee per year. Stop betting on broken systems.
Coasty Blog3 min read73% of QA Projects Fail: How to Actually Automate Testing With Computer Use (Not Just Buzzwords)
Manual QA is a money pit. Traditional test automation wastes 60% of your QA time on maintenance. Here's how to stop. A real guide to AI-driven QA with a computer use agent that actually works.
Coasty Blog4 min readHow to Automate File Management with AI (And Stop Copy-Pasting in 2026)
Your team wastes 4 hours a week reorganizing folders. That's $28k per employee in lost productivity. Here's how to finally fix it.
Coasty Blog3 min readOpenAI Operator Review 2026: 38% Success Rate and Why It's Still a Joke
OpenAI's Operator is a marketing stunt. It controls real desktops but only succeeds 38% of the time on OSWorld benchmarks. That's worse than a junior dev. Here's why you should use Coasty instead.
Coasty Blog3 min readWhy Anthropic's Computer Use Is Still Just a Demo (And Why Coasty Wins)
Anthropic claims computer use dominance. Their OSWorld scores are impressive but unreliable. Real-world agents fail. Coasty is the only computer use agent you can actually trust.
Coasty Blog4 min readInsurance Claims Are Broken. Your Staff Is Paying the Price (How AI Computer Use Finally Fixes It)
Insurance claims still take days instead of hours. Staff waste months on copy-paste work. It's time to stop and fix this with a real AI computer use agent.
Coasty Blog3 min read
H Company Releases Holo4: Open-Weight Computer-Use Models That Click, Code and Call Tools Across Desktop, Web, Android and APIs
H Company has released Holo4, a family of generalist computer-use models for AI agents. One set of weights clicks and types on screens. It also writes code and calls MCP or API tools. Holo4 ships in 2 sizes: Holo4 27B (dense) and Holo4 35B-A3B (Mixture of Experts, 3B active).
MarkTechPost5 min read
GPT-6 Astra
OpenAI shipped GPT-6 Astra on September 3, 2026, its first flagship release since GPT-5.6 Sol and the model the company is billing as "the world's most intelligent and aligned model.
Awesome Agents Newsletter Blog10 min read
Best AI Models for Agentic Tool Use - August 2026
TL;DR Claude Opus 5 tops independent SWE-bench Verified tracking at 96% - though Anthropic's own launch materials skip that benchmark entirely for custom evals Qwen3.
Awesome Agents Newsletter Blog11 min read
Loop Engineering for AI Desktop Automation
Loop engineering is the practice of writing a loop that prompts Claude until a job finishes on its own. This guide points that loop at real desktop and community work on macOS with OpenOwl, including the reliability lessons we learned running one in production.
OpenOwl Blog1 min readMCP vs Computer Use: What Is the Difference?
MCP is a protocol for how models discover and call tools. Computer use is a capability where a model reads a screenshot and issues clicks. They solve different problems, and the token cost between them differs by an order of magnitude.
OpenOwl Blog1 min read
Computer Use vs Browser Agents: The Two Ways AI Controls Software
Two different architectures let an AI take control of software: computer-use agents that drive an entire desktop, and browser agents that live inside the web. This deep dive explains how each one perceives the screen, where each wins, and the security problem they share.
Scrollypedia
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