A practical guide to voice agents that recognise failure, pass useful context to staff, protect customer data, and improve resolution after launch.
Recent content
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 now reports how social posts perform across Google. Here’s a practical way to manage properties, permissions, baselines and exports.
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 control creates a measurable publishing choice. Test visibility, traffic and leads before changing the setting across your site.
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.
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.
Structured AI output is useful in real workflows, but teams need schemas, validation, retries, and logs before JSON reaches production systems.
AI summaries are cutting into search clicks. Start with a practical dashboard that shows query risk, bot purpose, page value, and crawler policy.
AI-assisted shopping puts more pressure on ecommerce catalog data, feeds, schema, prices, availability, and return-policy governance.
Drupal’s July 2026 AI advisories show why agencies should test permissions, uploads, approval loops, logs, and rollback before client demos go live.
Before a support bot learns old help-center content, test whether deleted pages vanish from retrieval, citations, evals, and monitoring.
Before connecting AI agents to CRM or support workflows, define system ownership, permissions, approvals, prompt-injection tests, and audit trails.
Cloudflare Workers are useful integration glue, but undocumented routes, secrets, logs, and ownership can quietly turn them into operational risk.
AI automations can burn budget through retries, background agents, and repeated context. Add spend visibility before useful work becomes surprise cost.
ChatGPT apps now reach into business tools. Before rollout, map OAuth scopes, sync paths, write actions, prompts, and admin ownership.
llms.txt can help AI tools read the right parts of a site, but only if it is curated, tested, and maintained like a CMS output.
Background mode helps AI jobs run asynchronously, but production workflows still need queues, job states, retries, webhooks, approvals, and safe handoffs.
Before exposing internal APIs through MCP, review contracts, tool metadata, auth scopes, consent, and failure paths so agents can act safely.
WordPress 6.8 helps headless builds expose menu data through the REST API, but agencies should review exactly what becomes public before launch.