Every agent architecture article talks about LLMs, tools, and skills. Nobody talks about the thing that actually makes them work: the harness. It’s the runtime that takes your prompt, decides what tools to call, manages context, handles errors, and returns a result. Without it, you have components. With it, you have an agent. This is […]
Most AI agents today are still just chatbots with a tool call bolted on. They can chat, but they can’t reliably do specialised work. The ones that ship real value — document editing, brand compliance, data analysis, deployment — have something the others don’t: Skills. Agent Skills are an open standard from Anthropic for packaging […]
AI models are powerful, but they’re stuck in a box. They can reason about text, generate code, analyse data — but they can’t click buttons, query databases, or publish content without help. Every team solving this problem was building the same integration over and over: custom glue code, per-model adapters, brittle workflows. Model Context Protocol […]
Every content team knows the routine: write the post, copy-paste it into WordPress, add categories, set the featured image, configure the excerpt, preview, publish, share on socials. It’s a 15-minute ritual repeated 5-10 times per day. We automated the entire publishing workflow using MCP — and cut that time to under 2 minutes per post. […]
The framework debate that actually matters when you’re building for production. An honest comparison of Vue 3 and React for enterprise SaaS.
How we built TorqueBooks — a multi-tenant workshop management system using PocketBase, React, and Keycloak. Real war stories from 8 weeks of development.
Stop rebuilding Docker images for every environment. Here’s how we inject runtime config into Vue.js and React apps at container startup — one image, any environment.
Depending on your team size and build volume, you could be spending anywhere from a few hundred to several thousand rand per month on cloud CI/CD services — from our experience working with South African SaaS teams. Your code lives on GitHub, but your infrastructure sits in a rack at home. Here’s how we built […]
Comparing self-hosted AI to cloud APIs for South African businesses. Real cost analysis with 2026 pricing, infrastructure requirements, POPIA compliance, and when each approach makes sense.
Stop rebuilding authentication in every app. Learn how to build a shared identity layer that handles OAuth, federation, and user management once — so every application in your ecosystem can inherit it. Covers email normalization, token boundaries, and the critical difference between authentication and authorization.
