Adding a fast, local vector store to the folder workflow pattern — LlamaIndex ingests dropped documents, Nomic embeddings via Ollama do the maths, and a plain JSON store on disk gives the agent retrieval-augmented context without ever handing it the filesystem.
AIFourth in our AI Insights for Small Business series — what an agentic harness is, why the terminal is the master tool, how MCP turns every app into an agent-ready surface, and why macOS is the friendliest host for a local agent.
AIThird in our AI Insights for Small Business series — how a plain folder with /input, /processed and /output beats every cloud workflow platform, with a complete worked example: a Python tool that filters invalid UK postcodes and formats supplier addresses for datamerge.
AISecond in our AI Insights for Small Business series — why a plain markdown file beats every clever workflow tool you can buy, the SKILL.md convention, and how to write an SOP your agent will actually follow.
AIFirst in our AI Insights for Small Business series — a plain-English primer on models, harnesses, local versus cloud, automation patterns, and how to keep AI output looking distinctly un-robotic.
AIHow to build intelligent stock sell-through rates and sell-out prediction reports by combining Brightpearl API endpoints for product availability, goods movements, and purchase orders.
BrightpearlA practical guide to creating a WordPress shortcode that fetches real-time share prices, making financial data accessible on any page or post.
WordPressCombining the power of Google Maps API with bespoke database queries to build an intuitive location-based search experience.
Google MapsCreating a dynamic, styled news feed within Elementor using WordPress posts for content-driven websites.
ElementorUnderstanding the relationship between impressions and position in Google Search Console for better SEO insights.
SEOResolving a common Opencart integration issue where PayPal Commerce orders lack billing address data.
OpencartImplementing intelligent caching strategies to dramatically improve Opencart category page load times.
Performance