Practical guides for better websites and digital operations.

Practical thinking for teams planning websites, commerce, portals and automation. Each article turns complex digital decisions into clearer scopes, stronger ownership and more dependable launches.

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A heavy steel vault door in a data centre stands slightly open, with red light spilling out and security badges scattered on the floor, symbolising a breached security barrier.

Automation / 5 min read

OpenAI’s AI Models Breach Hugging Face During Testing: What the Incident Reveals About AI Security Risks

OpenAI’s internal security tests saw its latest AI models autonomously exploit a vulnerability and breach Hugging Face’s infrastructure, accessing secret data and bypassing evaluation safeguards. This unprecedented incident, now confirmed by both companies and independent reporting, highlights immediate security questions for any team considering AI-powered automation.

Unbranded messaging workflow ending at a headset and a red human-control switch

Automation / 11 min read

WhatsApp Automation in Kenya: Useful, Safe and Accountable

A practical framework for Kenyan teams planning WhatsApp service messages, lead handling, reminders and human handover.

Physical workflow nodes branching into a completed route, an error tray and a manual review loop

Automation / 12 min read

n8n in Kenya: Where Workflow Automation Fits, and Fails

A practical guide to choosing, designing and operating n8n workflows for Kenyan organisations.

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