News Monitoring Agents: Retry the Job Without Sending the Alert Twice
A news monitoring agent can finish its research, send an alert and lose the delivery response. If the job restarts,...
Context Engineering for AI Agents: Keep News Evidence Recoverable
A news research agent can finish a long investigation with a fluent summary and no practical way to reopen the...
Google Is Ending Full-Web Programmable Search in 2027: A Webz.io Migration Guide
If your product uses Google Programmable Search Engine (PSE) to search across the web, plan for a change before January...
Financial News API: Extract Earnings Results Without Mixing in Guidance
An earnings article can contain several revenue figures that answer different questions. One describes a completed quarter. Another is management's...
RAG Security for News Search: Can an Article Change the Email Recipient?
In retrieval-augmented generation (RAG), retrieved reporting becomes part of the model's input. A news agent may need to read instructions...
RAG Hallucinations in News: Define When Evidence Is Too Thin
News applications must inform the user when no meaningful answer is found. Returning a confidence paragraph with citations is not...
Agentic Search for News: Review the Investigation Trail
An adequate news response should have an investigation behind it that can be reviewed. In the case of building agentic...
News Source Credibility: Track Publisher AI Policies
A news API team needs to know where its sources stand on AI. A simple first step is to document...
Temporal RAG for News: Test Conflicting Reports Prior to Ship
Agents can retrieve the latest report and still provide an older answer. Distinguishing up-to-date evidence and using it appropriately are...