A practical way to test AI workflows using realistic scenarios, tool checks, human rubrics, regression suites, and clear release gates.
Recent content
A teaser for the upcoming darkly comic fantasy novel The Goats Were Load-Bearing — a village, a door that must stay poor, and the worst possible time to sell the herd. Readers pick the cover.
Vegan Power is a free browser game where you catch fruit, dodge the animals, protect seven hearts, and chase a better high score.
A look at fantasy.grn.dk, a browser-based 3D game that teaches Japanese with no build step, procedural art and self-hosted AI voice, and what its constraints show about shipping interactive products fast and cheap.
WordPress pushed an emergency security update, but teams still need to confirm the right patched version and core integrity on every installation.
IndexNow works best when CMS workflows report updates, redirects and removals as well as new pages. Here is how to cover the full content lifecycle.
Article 50 applies from 2 August 2026. Businesses need to map AI touchpoints, clarify ownership, and put workable transparency controls in place.
A practical guide to voice agents that recognise failure, pass useful context to staff, protect customer data, and improve resolution after launch.
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.