Slowly, on purpose.

Every tool now links to a public rubric explaining how the AIght Score is built — five axes, hand-assigned, slowly. The number was always editorial; now the method is too.

For people who'd rather subscribe than scroll. Auto-discovery wired in, internal posts use absolute URLs, the Medium feed rides along.

A table-of-contents rail, marginalia, glossary callouts, and citation footnotes — the small print of long reading.

Sharing /tools, /learn, /signal, /use-cases, /workflows, or /learn/paths now produces a distinct preview, not a generic site card.

Six index pages now expose ItemList + CollectionPage JSON-LD so AI search engines and traditional crawlers can read the archive as a list, not a soup.

The trending list, risk distribution, top-scored tool, and field cycler in the hero used to be hardcoded demo data. They now pull from the live archive. Honesty starts above the fold.

If the archive query stumbles, the section now greets you with a warm fallback instead of a blank section header.

An upstream change in how Google Fonts serves binaries had quietly broken every dynamic Open Graph image on the site. Fixed by switching the loader to the legacy endpoint that still serves TTF.

Reactive constellations on Learn concept headers, bento layouts on the homepage, magnetic CTAs. Movement is allowed when it earns its keep.

The archive crossed sixty tools this month. Each one with a real opinion behind it.

A local-only “your stack” page. No account, no database — your saved tools live on your device. One button copies the whole thing as a markdown list.

Step-by-step pipelines showing how AI tools actually combine. The first six are written from sessions where I sat with the tools long enough to mean it.

Browse the archive by what you're trying to do — write faster, research a market, edit an image — instead of by category.

The AI Impact Quiz now surfaces a small set of tools tied to your field and answers, not just a single field guide.

Embeddings, fine-tuning, and MCP joined the Learn section — each with an interactive widget you can poke.

Each tool now carries an editorial line on what it actually costs in a normal month, including the things vendors leave off the pricing page.

Mobile overflow, a Canvas that swallowed every pointer event, a hooks-rules violation that crashed the quiz on second load. The kind of thing nobody emails about and everyone notices.