Deep dives into autonomous AI agents, real case studies, engineering decisions, and where the industry is heading.
How to Pilot Computer Use Agents Alongside Your Existing RPA
Legacy RPA breaks when UIs change, forcing costly rebuilds. Computer use agents see the screen and follow SOPs directly, reducing maintenance and extending automation to the processes RPA can no longer touch.
Synthetic Data for Document Processing and OCR Models
Document pipelines often stall because labeled training data is scarce or costly. Synthetic data offers a scalable way to generate high-quality text, layout, and handwriting samples that improve OCR accuracy and reduce real-world annotation expenses.
v3 vs v4: Choosing a Computer Use Model on the API
Pick the right CUA version for your task. v3 is a loop of predict and act. v4 adds a verifier and autonomous mode. Build reliable agents with the Coasty Computer Use API.
Provision Cloud Machines on Demand with the /v1/machines API
Deploy fully managed desktop environments in seconds. Build agents that interact with real browsers, terminals, and desktop apps using a simple REST call.
RPA vs Computer Use Agents: Why SOP Automation Needs a New Approach
Manual SOP execution is expensive and error-prone, and traditional RPA breaks when UIs change. Computer use agents see the screen like a human and recover from exceptions, offering a durable path forward.
Human in the Loop Automation: Awaiting Human and Resume in the Runs API
Pause a computer use agent mid-task with on_awaiting_human, then resume later with POST /v1/runs/{id}/resume. Build workflows that hand off to humans, collect approvals, or react to events without losing state.
The Data Flywheel: Synthetic Data for Self Improving Agents
Real-world data is limited and risky. A data flywheel using synthetic data can accelerate agent training and evaluation with fewer privacy concerns and lower costs.
Board Level Questions About Replacing RPA With Computer Use Agents
RPA bots break when UIs change, and maintenance costs keep climbing. Computer use agents see the screen and adapt, offering a durable path for the long tail of your automation work.
Your RPA License Renewal Is Coming: The AI Agent Alternative
Annual RPA renewals are hitting hard when bots break on every update. Computer use agents adapt automatically, no rebuilds needed. Here is the durable path forward.
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Computer-use evals and real-world environments.
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