Elyra's @elyracode/semantic-index brings local semantic code search to the agent — find code by what it does, not what it's called, without your source ever leaving the machine.
Here's a workflow I see constantly: developer gets a Slack message about a bug. Opens YouTrack in the browser. Reads the issue. Copies the description. Pastes it into the AI agent. Gets a fix. Goes back to YouTrack. Updates the state. Adds a comment. Closes the tab.
There's a moment every Laravel developer hits when working with an AI coding agent. You ask it to set up Sanctum token authentication, and it generates code for Laravel 10 when you're running Laravel 13. Or it invents a Livewire method that was renamed two versions ago. The agent is confident, the code looks right, and it's subtly wrong.
You're in the middle of a refactor. The agent is reshaping the auth module — renaming files, updating imports, chasing references. It's the kind of work that needs a few turns to finish. You're watching it tick along, and then a small thought lands sideways:
Every coding agent can write Laravel code. You ask for a model, you get a model. You ask for a controller, you get a controller. The syntax is correct, the imports are right, and the code runs.
For twenty years, SEO meant one thing: make Google happy. Write good titles, add meta descriptions, build backlinks, and wait for the crawler. The rules were well understood, the tools were mature, and most developers had internalized the basics even if they didn't enjoy them.
This release has no flashy new commands. No new UI. Just two changes that address real friction we've been seeing in daily use: wasted money on cache misses, and wasted tokens on guessing where code lives.
Every developer has done this. You're building a landing page and the client says "make it look like Stripe" or "I want that Linear feel." You open the target site, start inspecting elements, copy hex codes into a notepad, screenshot the button styles, try to figure out the spacing scale, and piece together a mental model of their design system.
There's a workflow that every developer does dozens of times a day. You're in the middle of building something. You need to check what's in the database. You open a database client — TablePlus, DBeaver, phpMyAdmin, the MySQL CLI. You write a query. You read the result. You go back to your editor. You continue coding.