Insights & Intelligence.
The manual for modern digital acceleration. Exploring the intersection of high-fidelity engineering and synthetic intelligence.
The August spam update didn't penalize AI. It penalized scaled content.
Google didn't punish content written with artificial intelligence. It punished mass-produced content with no real value. The 4 cases that prove it and the framework for knowing if your site is at risk.
TikTok's Branded Content Crackdown Could Kill Your Spark Ads — Compliance Checklist for Q4
TikTok's automated enforcement flagged 2-3 hour detection windows for undisclosed commercial posts as of August 31. Spark Ads, before/after imagery, and shipping disclosures are all affected. Here's what changed and how to audit your campaigns before Q4.
The 84% AI earned media citation stat is misleading — what each engine actually cites
84% of AI citations come from earned media, per Muck Rack. But that number hides more than it reveals. Here's what each LLM actually cites, why the stat is misleading, and how to measure GEO properly.
How We Systematized AI Automation Delivery: The Operating System Your Agency Needs
Agencies lose 60% of clients in year two from delivery breakdowns. The 5-phase framework we use at Mintec to deliver AI automation consistently at scale.
TikTok Agentic Hub: AI Agents Now Run Campaigns Through MCP and Skills
TikTok opened its ad platform to AI agents via the Agentic Hub — a centralized dashboard with an MCP server and a marketplace of reusable Skills. Agencies can now codify optimization methodologies into agent workflows that execute automatically. Here is what changes for paid media operations and how to prepare.
Wagtail 8.0: A CMS with AI agents, not an AI CMS
Wagtail 8.0 ships a 50+ operation agent API with MCP support and an opt-in philosophy. Why deciding AI doesn't go in the admin button is the smartest move in the 2026 CMS ecosystem.
The Real Numbers Behind Selling AI Automation to Small Businesses
What does an AI automation agency actually charge, and what do clients get? We break down pricing tiers, real costs, the retainer model that works, and what we've learned building automations for real businesses.
Astro 7.2.4 Patches a Base-Path Auth Bypass: What It Teaches About Middleware Authorization
CVE-2026-84376 lets unauthenticated attackers bypass middleware authorization in Astro apps using a non-root base path. Here's how the vulnerability works, what the 7.2.4 patch changes, and the authorization pattern we now enforce across every Astro deployment.
GEO, AEO, SEO: Three Acronyms, One Real Problem
GEO, AEO, and SEO keep getting conflated — but they optimize for different things, on different platforms, with different mechanics. Here's the framework we use to decide which one matters for any given page.
ChatGPT Ads Hit $1B in 200 Days: What Advertisers Should Do Before It Lands in Their Market
ChatGPT Ads crossed a $1B annualized run rate in ~200 days and opened self-serve buying in India, Europe and MENA in September 2026. Latin America isn't live yet — here's the readiness plan we're using for clients before it arrives.
GPT-6 Astra reads websites like an agent, not a search engine
GPT-6 Astra operates browsers like a person: clicks, forms, multi-tab, OSWorld 2.0 at 72.6%. What it means for AI citations, plus 5 checks for this week.
Chrome 153 Opens the Web Worker Black Box: LoAF Comes to Off-Main-Thread Media Pipelines
Chrome 153 (stable September 8, 2026) extends the Long Animation Frames API to Web Workers — long tasks that block a worker's event loop are now measurable from inside the worker, with per-script attribution. How to instrument WebCodecs video pipelines, the real case of Mintec's medical video portal, and when the worker — not the main thread — is your actual bottleneck.