Deep dives into autonomous AI agents, real case studies, engineering decisions, and where the industry is heading.
v3 vs v4: Choosing a Computer Use Model on the API
Pick the right computer use model for your project. v3 gives you full control, v4 adds an autonomous pass/fail verifier. Build reliable agents that see the screen and act like humans.
How to Pilot Computer Use Agents Alongside Your Existing RPA
RPA handles stable batch work, but changing UIs and exception-heavy processes break bots and create a hidden backlog. Computer use agents see the screen and recover, letting you extend automation without starting over. Learn how to pilot them safely alongside your current automation stack.
When to Keep RPA and When to Move to Computer Use Agents
Selector-based RPA works for stable, high-volume back-office tasks. For changing UIs and SOP-driven workflows, computer use agents are the durable answer. Here is how to choose.
The Death of the Copy-Paste SOP: Enterprise Automation in 2026
Legacy RPA and static SOPs are breaking under UI changes and exception-driven work. Computer use agents are the durable way forward.
Synthetic Data vs Real Data for Training AI Agents
You don't have enough labeled interaction data, and real-world examples are costly and risky. Synthetic data can fill the gap without sacrificing realism.
API keys, scopes, and the prepaid USD wallet explained: A developer guide
Stop guessing about billing and permissions. Learn how the Coasty Computer Use API uses API keys, scopes, and a prepaid USD wallet so you can build robust agents without managing per-organization secrets.
Human in the Loop Automation: Awaiting Human and Resume in the Runs API
Pause a computer use agent for approval, resume it with a simple POST, and handle edge cases gracefully. Build reliable workflows that need human judgment.
How to Replace Manual SOP Execution with Computer Use Agents
Manual SOP execution costs time and creates bottlenecks. Traditional RPA breaks when UIs change. Computer use agents see the screen and adapt, giving you durable automation for the long tail.
Stateful Sessions vs Stateless Predict in the Computer Use API
Stop writing brittle selectors. Learn how to build a robust computer use agent that remembers context across steps using stateful sessions. The Coasty Computer Use API makes it easy.
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Computer-use evals and real-world environments.
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