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Google’s Open Knowledge Format (OKF): What It Is and How to Adopt It

AI agent reading markdown documents in a folder tree, with a highlighted file showing YAML front matter.

Google’s Open Knowledge Format (OKF) is the first open standard for structuring your company’s knowledge so AI agents can read it. Google Cloud released version 0.1 in June 2026. It is a set of plain markdown files, organized in folders, with a small block of structured text at the top of each file that tells […]

Claude Fable 5: What Is It Good For in 2026?

Illustration of a glowing premium AI model represented by a central cube on a dark workspace, connected by illuminated paths to a code editor interface and a data analytics dashboard. Smaller, dimmer AI model cubes appear in the background, suggesting lower-cost alternatives. Modern blue and violet lighting with a clean, minimalist technology design.

Claude Fable 5 is the most capable AI model available right now, and it earns its premium price on two kinds of work. It is best at hard software engineering and deep analytical work across large data sets. For everyday writing, quick questions, or anything a cheaper model can handle, Fable is overkill. At TJ […]

How to Get AI to Say Good Things About Your Business in 2026

AI chatbot on a laptop screen referencing multiple web sources, including a highlighted reviewed page with a checkmark and star rating, illustrating AI-assisted research and citation-based responses.

To get AI to say good things about your business, you have to influence the pages it reads before it answers. When someone asks ChatGPT or Google’s AI Mode about your company, the response is mostly a summary of the pages the model cited. Change those pages, especially the ones on your own website, and […]

Will We Pay for Access to AI Agents?

Hand holding a key toward a glowing AI agent interface, with abstract workflow connections symbolizing secure private automation.

Businesses already pay for access to AI agents. The access is usually bundled inside a service, so most people have not noticed the shift happening. At TJ Digital, our AI workflows are the second most valuable asset we have, behind only our people. We have put thousands of hours into building them, and they now […]

How to Prepare for AI Agents in 2026

Minimal vector illustration of a laptop analytics dashboard comparing human and bot visitors, with a few human icons and many robot icons plus charts showing bots as the majority.

Most website traffic now comes from bots. Cloudflare Radar just published data showing that 57.5% of HTTP requests for web pages are automated, versus 42.5% from humans. That crossover happened about 18 months earlier than Cloudflare’s own CEO predicted. At TJ Digital, we get emails every day from business owners who realize things are changing. […]

ChatGPT Sites in Codex: What Businesses Need to Know (2026)

Chat bubble feeds a dashboard that splits into multiple locked app tiles, all connected to a binder labeled “Source of Truth.”

OpenAI just announced ChatGPT Sites, a new feature inside Codex that lets teams build fully hosted web applications from a plain-text prompt. It’s one of those products that solves a problem you didn’t know you had until you see it. At TJ Digital, where about 90% of our operations run inside AI platforms like Claude, […]

How to Write High-Quality Articles with AI in 2026

Minimal 16:9 illustration showing documents on the left flowing through an AI chip icon to a finished web article page on the right, connected by a single blue arrow.

Writing and optimizing website content is the single most effective way to get recommended in AI search. It makes up about 70% of the work we do at TJ Digital, for clients in industries like immigration law, cybersecurity, finance, and education. We’ve yet to find an industry where AI couldn’t produce content at the same […]

Google Search Console AI Report: What It Tracks in 2026

Clean analytics dashboard with line and bar charts, an AI badge, and a magnifying glass examining stacked webpage cards with floating impression metrics on a light background.

Google is finally sharing data on when your website shows up in its AI results. The new generative AI report inside Google Search Console shows you impressions to every page on your site that appeared in AI Overviews or AI Mode, broken down by day. At TJ Digital, we track over 4,000 AI prompts per […]

Claude Opus 4.8: Why It’s the Best AI Model Yet (2026)

Minimal illustration of an AI cube beside a code editor highlighting a bug warning, with a green checkmark indicating the bug was caught.

Claude Opus 4.8 is Anthropic’s newest model, and after a few days of heavy use, I think it’s the best one available right now. The headline improvement is honesty. Anthropic reports it is about four times less likely than Opus 4.7 to let bugs slip past it in code it writes. At TJ Digital, we […]