JAJoão Andradeinnativeport.hashnode.dev·Aug 10 · 7 min readInstrumenting AI agent web tools without leaking data or exploding cardinalityA web tool attached to an AI agent can emit an alarming amount of telemetry. Search queries, full URLs, extracted pages, provider error messages, retry histories, model inputs, and user identifiers al12K
JAJoão Andradeinnativeport.hashnode.dev·Aug 5 · 8 min readDesigning Provider Fallbacks for AI Agent Tool Calls Without Hiding Failure ModesA tool call from an AI agent often looks simple: search the web, scrape a page, parse a document, or run a browser action. In production, that call sits on top of a network request, a provider API, a 14MCK
