Blog
Guides and playbooks for agents that scrape, search, enrich, and run — with one key and one wallet.
The AI Agent Infrastructure Layer You Can't Skip
The model gets the headlines, but auth, billing, fallback, and cost tracking are where agents actually break in production. Here's the layer that keeps them alive.
Feeling Lost in AI? You're Overexposed, Not Behind
A new model drops every week and your timeline says everything's legacy. Most people who feel lost in AI aren't behind on knowledge — they're drowning in surface area.
Pay-Per-Request Pricing for AI Agents (Idle = $0)
Subscriptions were built for humans who log in and out. Agents sit idle, then burst. Here's why per-call billing — idle costs nothing — is the right unit for agents.
Stop Paying for Unused AI API Subscriptions
Most AI builders carry 5–7 API subscriptions — ~$481/mo that renews whether the agent calls them or not. One prepaid wallet replaces the whole graveyard.
How to Research Any Competitor With an AI Agent
We built a competitor-research agent on Deva Agent Key — it scrapes a rival's site, LinkedIn, and X into a full teardown in under a minute, for cents.
How to Set Up Deva Agent Key in 30 Seconds
Paste one prompt and your AI agent sets itself up — creates its key, connects the MCP, and can call 50+ tools. Here's the full 30-second setup.
How to Scrape Google Maps Leads with an AI Agent
Turn any city + business type into an enriched lead list — scraped, cleaned, and ready for outreach — with one AI agent and one API key.