From the hive
Notes from
live systems.
More from the archive: page 4 of 5. Real automation wins, integration scenarios, and lessons from building and running software.
Human in the loop or Human in Charge?
Automation teams eventually arrive at the same fundamental design question: who starts the process? Should a system run independently and request approval only when something unusual occurs, or should a human initiate the action while automation serves as acceleration and verification? Both models e
Is Groq the Ultimate Free AI for Automation?
Groq is emerging as a powerful free AI option for automation workflows. We explore how it performs inside self-hosted n8n, n8n Cloud, Make, and Zapier, and whether its speed and zero-cost inference make it a serious alternative for AI-driven automation.
Automated Chaos
Most teams do not fail because they lack automation. They fail because they automate instability. AI tools are purchased. Workflows are wired together. Sales sequences are pushed live. On paper, the system looks efficient. In practice, it amplifies whatever was already there. If your qualification c
Your Job is being Repriced by AI
Comforting slogans travel fast. “AI won’t take your job” is one of them. It implies stability and continuity, and assumes the labour market will adjust slowly. It will not. When Jack Dorsey announced that Block would cut roughly 40 percent of its workforce, the company was not collapsing or fighting
Are We Stuck in an AI Adoption Lag Paradox
AI capability is compounding at speed. Product releases are measured in weeks, not years. Benchmarks improve. Interfaces become simpler. Costs fall. Yet inside most organisations, usage remains shallow. People default to rewriting emails in ChatGPT. They ask Copilot to summarise a document. They gen
Scale Shopify Uploads from 40 a Day to Thousands
For three months, this business grew at the speed of manual data entry, one product every twelve minutes. Our first deployment did not introduce complexity. It removed the constraint entirely. The Initial Problem The client operates a growing Shopify store supported by multiple suppliers. For three
Websites Are Dead. Again.
We’ve heard the same narrative for decades. Each wave arrived with the same prediction, the browser would fade, domains would matter less, and businesses would move somewhere new. 1995, the internet is a fad. 2010, apps would replace websites. 2015, social media would become the website. 2020, commu
Google’s Nano Banana 2 Raises the Bar for AI-Generated Imagery
Google has launched Nano Banana 2, the next iteration of its AI image generation and editing model. The release focuses on higher output quality, faster generation, and tighter instruction following, with broader availability across Google’s product ecosystem. The Nano Banana line sits within Google
How We Built an SVG Logo Animation That Will Never Repeat in a Lifetime
SVG animations often rely on repeated timelines. When multiple elements share identical or harmonically related durations, they drift into synchronised loops. The result is visual repetition that becomes noticeable over time. However we built an SVG logo animation that will never repeat, well not in