The False Economy of Cutting QA in the AI Delivery Era
AI‑assisted delivery can increase throughput, but cutting QA, accessibility, SEO, security, and exploratory testing in response is a costly mistake.
Articles
Artificial Intelligence
Artificial Intelligence (AI) is changing how software is produced, found, and governed, but not every claim survives contact with real engineering work. The writing here separates useful applications from hype, and pays particular attention to judgement, organisational risk, and what still needs a responsible human owner.
The False Economy of Cutting QA in the AI Delivery Era. 
Your Website Has a New Customer: The AI Agent. Your Website Has a New Customer: The AI Agent
AI agents are starting to research, compare and narrow buying choices. Websites need to serve autonomous evaluators before human visitors arrive.
AI Slop is a Symptom, Not the Disease. AI Slop is a Symptom, Not the Disease
AI slop is a symptom of weak incentives, not just weak tools. This article links generic output to shallow briefs, poor review, and volume‑led metrics.
When AI Search Creates Visibility Without a Visit. When AI Search Creates Visibility Without a Visit
AI search creates visibility that is not just a ranking, click or citation. Sites need to be retrievable, quotable, attributable, and comparable by machines.
The AI Governance Gap in Digital Transformation. The AI Governance Gap in Digital Transformation
AI programmes are often adopted tactically, without enough governance for supplier risk, data exposure, quality, workforce impact, or board accountability.
Why AI Makes Senior Engineers More Important, Not Less. Why AI Makes Senior Engineers More Important, Not Less
As AI reduces friction in implementation, the value of architecture, review, domain judgement, mentoring, and failure analysis rises rather than falls.
The Automation Tax No One Measures. The Automation Tax No One Measures
Automation can save labour, but it also creates monitoring, exception handling, vendor, governance, and security costs that many business cases ignore.
Google's Search Monopoly Was Built on a Deal. AI is Rewriting It. Google's Search Monopoly Was Built on a Deal. AI is Rewriting It
Google's old exchange was simple: crawl the web and send traffic back. AI search weakens that bargain by answering more journeys before the click.
AI and the Collapse of Organisational Memory. AI and the Collapse of Organisational Memory
AI knowledge retrieval can weaken organisational memory when summaries hide context, dissent, incident history, product reasoning, and uncertainty.
The Hidden Cost of Replacing Juniors with AI. The Hidden Cost of Replacing Juniors with AI
The Web Just Invented a Toll Booth for AI. The Web Just Invented a Toll Booth for AI
Cloudflare Pay Per Crawl, AWS WAF AI Traffic Monetization and AI crawlers show crawler access becoming commercial infrastructure, not just bot control.
AGI vs. AI vs. ASI: What Actually Changes? AGI vs. AI vs. ASI: What Actually Changes?
A practical explanation of AI, AGI and ASI for engineering and product teams, covering capability, autonomy, risk, governance, and real‑world impact.
The Great AI Content Collapse: Why Cheap Content Makes Real Expertise More Valuable. The Great AI Content Collapse: Why Cheap Content Makes Real Expertise More Valuable
The AI content collapse makes cheap publishing less valuable, shifting durable content strategy towards proof, authorship, structure, trust, and expertise.
The AI Middle Manager Problem. The AI Middle Manager Problem
AI can automate management reporting, but this article separates status theatre from judgement, coaching, accountability, and real prioritisation.
Technical GEO for Websites: Entities, Structured Data, and Crawl Paths. Technical GEO for Websites: Entities, Structured Data, and Crawl Paths
Technical GEO for websites, covering indexing, renderability, entity clarity, structured data, and crawl paths without inventing an AI‑only markup layer.
How Service Pages Become Answerable in AI Search. How Service Pages Become Answerable in AI Search
How service pages become easier for AI search to retrieve and summarise through clear problems, visible proof, internal links, schema, and answers.
AI is Making Technical Debt Cheaper to Create. AI is Making Technical Debt Cheaper to Create
AI coding tools make code faster to produce, but technical debt still needs review, ownership, tests, documentation, and senior engineering judgement.
The AI Productivity Mirage: When More Output Does Not Mean More Value. The AI Productivity Mirage: When More Output Does Not Mean More Value
AI can inflate output without improving outcomes. This article explains why weak metrics, faster generation, and shallow review create a productivity mirage.