RAG

By Greg Nowak, 6 July, 2026

Support bots need a deletion test before they learn the old help center

Before a support bot learns old help-center content, test whether deleted pages vanish from retrieval, citations, evals, and monitoring.

OpenAI File Search: Internal Docs Need Governance Before Trust

OpenAI File Search makes retrieval easy to demo, but production depends on cleaner documents, metadata, vector-store structure, expiry rules, and cost control.

Tags

RAG

Review Greg on Google

If the Facts Need JavaScript, AI Search May Miss the Full Page

2026-07-14

A practical guide to finding and fixing JavaScript rendering gaps that can hide services, prices, contact details and metadata from AI search crawlers.

Search Console Can See Social Posts—Your Reports Need a New Map

2026-07-13

Search Console now reports how social posts perform across Google. Here’s a practical way to manage properties, permissions, baselines and exports.

WordPress 7.0 Has an AI Client. Plugins Need Their Own Guardrails

2026-07-12

WordPress 7.0 standardizes how plugins call AI providers, while leaving developers responsible for access control, cost limits, capability checks and graceful failures.

Google’s AI Search toggle needs a test plan, not a gut decision

2026-07-11

Google’s AI Search control creates a measurable publishing choice. Test visibility, traffic and leads before changing the setting across your site.

OpenAI Is Retiring Agent Builder: Save the Workflow, Not Just Prompts

2026-07-10

OpenAI retires Agent Builder on November 30, 2026. Here is what teams need to preserve, how to choose a migration path, and how to cut over safely.

AI agents need a browser policy before they start clicking around

2026-07-09

Browser-using AI agents can save time, but they need clear rules before they enter CRMs, CMSs, portals, or admin tools and start taking action.

When AI writes JSON, one bad field can break the workflow

2026-07-08

Structured AI output is useful in real workflows, but teams need schemas, validation, retries, and logs before JSON reaches production systems.

AI search is eating the click: measure the queries before rewriting pages

2026-07-07

AI summaries are cutting into search clicks. Start with a practical dashboard that shows query risk, bot purpose, page value, and crawler policy.

AI shopping visibility now depends on boring product-data plumbing

2026-07-07

AI-assisted shopping puts more pressure on ecommerce catalog data, feeds, schema, prices, availability, and return-policy governance.

Drupal AI Demos Need a Permissions Rehearsal Before Launch

2026-07-07

Drupal’s July 2026 AI advisories show why agencies should test permissions, uploads, approval loops, logs, and rollback before client demos go live.