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Ask Layr is on in production0.42.0

Ask Layr, the project chat in the right sidebar, is on for everyone on layrbuild.app. It searches and reads the project, explains an item the way an estimator would, and marks up any sheet where you ask. It is much faster and cheaper than it was a week ago. Text boxes get three Autofit modes, and search finds labels a PDF draws as small pictures.

2026-11-01Minor14 pull requests3 migrations

What’s new

Highlights

Ask Layr is on for everyone

The chat in the right sidebar is on in production. Anyone in a project can ask it to search the project, read a sheet or a spec, explain an item, or mark up a sheet. The flag ui:askLayr moved from review to released. (#913)

Ask marks up any page, and you can keep working

Ask marks up a page by its page id, whether or not you have it open. Its markups appear on your screen as they land, with no refresh. You can keep working, or change sheets, while it runs. Undo leaves its markups alone. A second tab open on the same page no longer overwrites them. (#911)

Ask’s markups land where you ask

A text box from Ask fills the words or the box it targets and takes their size, so it can cover old text and replace it. Ask can preview where a markup will go before it draws. (#907)

Ask can set any style the toolbar can

Colors for each part, border type and weight, fill and hatches, and text style. Ask a markup to look a certain way and it does. (#903)

Ask is much faster and cheaper

A question is now one request to the server, and the parts of the prompt that repeat are cached. On an addendum task, cost dropped from $9.23 to $0.85, and time from 11 minutes to 84 seconds. (#906, #911)

Ask answers “what is this item” like an estimator

Ask decodes a callout with the set’s own key. It traces the item through schedules, details, specs, and addenda. It labels each fact confirmed, inferred, or open, and shows its work so a senior estimator could check it. (#904)

Skills: playbooks Ask loads when it needs them

A skill is a short playbook for one kind of task. Two ship today: “Apply an addendum item” and “Find things in a project.” Ask loads one when a task calls for it. Admins view and edit skills at /admin/ask, with every saved version kept. The same page lists every tool Ask can use. (#908)

Chat, History, and Saved

The panel has Chat, History, and Saved views. Pin an answer to save it. A saved answer stays even if you delete its chat. The panel can pop out into its own window. (#900)

Deleted chats are kept, hidden

Deleting a chat hides it from you. We keep it, so we can learn from how people really use Ask. (#905)

Text boxes get Autofit

The text style card has PowerPoint’s three Autofit modes for Text, Note, Callout, and Cloud+ boxes. Fit shape grows or shrinks the box’s height to its words. Shrink text keeps the box and makes the text smaller when it would overflow. No autofit keeps the box and lets extra words run past it. No autofit is the new default. A box you draw keeps the size you drew. Older boxes still grow to fit their words. (#899)

Search finds labels drawn as pictures

Some PDFs draw short labels as tiny pictures, not text. Addendum item numbers like “AD1.1” are one example. Layr now reads those pictures with OCR and adds the words where the text layer has none. Search, Select Text, and Ask can then find them. This applies to files uploaded from now on. Photos, logos, and full-page scans are not read. (#909)

Usage ranges end today

On the admin Usage page, every range now ends today, so today’s activity shows. You can also pick a custom date range. (#901)

Fixes worth naming

Upgrade notes

Known limits