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Insights, tutorials, and updates on autonomous AI agents, automation strategies, and the future of work.

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Introducing Spawnagents: Deploy AI Agents That Work Like Humans

Meet Spawnagents — the autonomous AI platform that deploys digital workers to browse, click, and execute tasks exactly like humans. No APIs required.

March 15, 20264 min read

AI agent compute costsinference optimization

AI Agent Compute Budgets: Inference vs Browser Execution

Understanding the real costs of AI agents: why browser execution often matters more than model inference for automation tasks.

April 20, 20265 min read

AI agent costsinference optimization

AI Agent Inference Costs: Why Browser Actions Beat LLM Calls

Browser-based AI agents cut inference costs by up to 90% vs. traditional LLM approaches. Here's the math that changes everything about agent economics.

April 20, 20266 min read

AI agent compute budgettrain-to-test scaling

AI Agent Compute Budgets: Train-to-Test vs Browser-First

Traditional AI agents burn compute on training. Browser-first agents flip the script—spending budgets where it matters: real-world execution.

April 19, 20266 min read

AI agent licensingsoftware licensing for bots

AI Agent Licensing: Why Bots Pay Per Seat, Not API Call

Traditional SaaS pricing breaks when AI agents scale. Here's why the software industry is shifting to agent-based licensing models.

April 19, 20267 min read

AI agent approval workflowsagentic policy controls

AI Agent Approval Flows: When Bots Need Human Sign-Off

Learn when your browser-based AI agents need human approval and how to build approval workflows that balance automation speed with control.

April 18, 20266 min read

AI agent policy enforcementagentic approval workflows

AI Agent Policy Enforcement: Approval Dialogs That Scale

Learn how approval dialogs let AI agents operate autonomously while keeping humans in control—without creating bottlenecks as you scale.