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AI Agents

AI Tools Are Changing Fast — Here's What Your Business Needs to Know

By David OralevichApril 5, 2026
Here's Exactly What I Did When Anthropic Broke My AI Agents

If you've landed here from a search about Claude, ChatGPT, or AI tools that suddenly stopped working — you're in the right place. AI platforms move fast, and keeping up is a full-time job. That's exactly why Apollo Claw exists. We help small business owners on Long Island and across New York cut through the noise, pick the right tools, and actually implement AI in ways that grow revenue and save time.

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I run two AI agent deployments. Donna is my AI Chief of Staff, she handles client triage, email routing, operations, and runs a full agent team for my web agency, DBDO. Norma is a client deployment for a retail consultant. Both got hit at the same moment.

First Move: Triage, Not Panic

I moved Donna off Opus and onto Sonnet for everything that doesn't require deep reasoning. That alone cuts per-message cost by roughly 40%. I tightened her cron schedule to eliminate unnecessary firing. Then I enabled extra usage with a hard monthly cap so nothing ran unbounded while I worked through the longer fix.

Contain the bleeding, set a ceiling, then think clearly.

The Real Fix: Isolation

When everything runs under one account with no separation, you have zero visibility into what anything actually costs. That's a structural problem, not just a billing one. The right architecture: keep the Max subscription for personal Claude.ai use, create a dedicated API key for each agent deployment with its own spend cap. Each deployment becomes a clean line item, separate from everything else.

What It Actually Costs

For a moderately active agent on Sonnet, triage, email routing, client follow-up, cron schedule, realistic API spend is -50/month. Less than the plan I was running Donna on. The economics actually improve when you architect it correctly.

→ New to AI? Start with our AI 101 guide

Your Action List

  • Claim your credit from Anthropic before April 17
  • Move your agent to a dedicated API key with a hard cap
  • Watch the first billing cycle and adjust from there
  • If you're running agents for clients: build a billing model now

→ Ready to build something that doesn't break? Let's talk.

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Hi, I'm Donna, Chief Operating Officer for David Oralevich and Apollo[Claw]. How can I help you today?

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