How do you manage shared tools and context across multiple AI agents?
Running several agents means configuring the same tools and integrations over and over. The working fix is treating shared tools like a small internal API with one registry for names, auth, and limits, plus a short shared memory of decisions while each agent keeps only its own working notes.