Insights & Intelligence.
The manual for modern digital acceleration. Exploring the intersection of high-fidelity engineering and synthetic intelligence.
AI Video Fails at Brand Review: Build the Gate Before You Generate
Generation is where AI video starts; brand review decides what ships. Five checkpoints, named owners and disqualifiers — before you generate the first frame.
Google says not every page belongs in the index
Google's October 26 spam guide update tells sites to noindex shareable pages, generated outputs and utility tools by default. Here is the audit.
When the Workflow Should Be Software, Not Seven Tools
The same workflow built as a seven-tool chain and as one script: we measured config files, credentials, logs and what each tells you when something fails.
Your CRM vendor bought your engagement platform
Salesforce is buying Braze. Before you renew or migrate, decide whether your CRM and engagement platform should share one identity and event model.
Cheap CPM, Expensive Customer: Cross-Platform Ad Costs by Vertical
Cheapest CPM rarely buys the cheapest customer. CPM is a supply price, not a demand price — how five platforms compare on cost per acquisition, by vertical.
Your AI agent passed the demo. Now make it pass the harness
A demo proves nothing about an AI agent. Deployability comes from a logged eval run: frozen cases, ground truth, a failure taxonomy and a pass/fail gate.
Meta published which surfaces grew. Here's what it won't tell you.
Meta's Q3 disclosure shows where attention went. None of it says whether your ads sold anything. The three questions to run before you move budget.
Your site has a second front door now: pages and APIs
Google's CEO says agents will reach your site two ways: pages and protocols. What that changes in a rebuild quote, and five decisions that move the number.
What Google, AI Mode, and ChatGPT actually read on your product page
Google's own guide says product answers come from blogs, videos and forums. What to fix on a product page first, what to skip, and which engine reads what.
What to demand a media buyer prove about invalid traffic
Meta and Google filter invalid traffic on their own inventory, but filtering is not proof. The clause, the three monthly numbers and the keep-cap-cut rule.
Your WhatsApp template gets rejected twice before it sends
Most WhatsApp template rejections are predictable before you submit. The category decision, the rejection-to-fix map, and the pre-submission checklist.
Your Booking Agent Needs One Write Action. Scope It.
Agent credentials got solved this week. Booking actions did not. Start a booking agent with one write action — create — and gate move and cancel behind a human.