Insights & Intelligence.
The manual for modern digital acceleration. Exploring the intersection of high-fidelity engineering and synthetic intelligence.
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.
74% of Customer-Facing AI Agents Get Rolled Back: Why Yours Doesn't Have to Be One of Them
Sinch: 74% of enterprises rolled back a live AI customer agent; in LatAm it's 82%, with 41% of failures caused by personal data exposure. The rollback triggers and the survival checklist that keeps agents live.
Your Automated Emails Are Going to Spam: The Deliverability Layer Nobody Configures
Global email deliverability averages 83% — one in six automated emails never lands in the inbox. SPF, DKIM, DMARC, sender reputation and list hygiene are the layer nobody configures. The 4-layer stack, LatAm traps, and a pre-flight checklist.
A Day Without Citations: The Gemini 3.8 Flash AI Mode Bug and What It Proves About GEO
Gemini 3.8 Flash stopped citing sources in AI Mode for almost a day. Timeline, Google's fix, and how to detect a citation outage in your own data.
TikTok Just Banned the Countdown Funnel — Here's the Funnel That Passes Review in Q4
TikTok's mid-funnel compliance regime changed between July and August 2026: landing pages with countdown timers, redirect chains longer than two hops, freshly registered domains, and first-person advertorials are being rejected or held, and CPAs jumped 30-60% in lead-gen verticals within a single billing cycle. The funnel that scales now is different: two hops max with clean server-side tracking, aged domains with pixel history, brand-voice copy backed by verifiable social proof, and creative rotation every 72 hours. This is the compliance-safe Q4 playbook.