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.
AI Automation Pricing: $1,500 Builds to $30,000 Agents
Chatbots build at $1,500, workflows $4,000-$12,000, voice agents $10,000+. The full price ladder, 90% retainer margins and a $10K/month timeline.
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.