Skip to content

🤖 Astra: Add graceful degradation to batch AI embedding calls - #78

Open
lanryweezy wants to merge 2 commits into
mainfrom
astra-ai-batch-parallel-graceful-degradation-17240276258000408651
Open

🤖 Astra: Add graceful degradation to batch AI embedding calls#78
lanryweezy wants to merge 2 commits into
mainfrom
astra-ai-batch-parallel-graceful-degradation-17240276258000408651

Conversation

@lanryweezy

Copy link
Copy Markdown
Owner

🤖 Astra: Add graceful degradation to batch AI embedding calls

💡 What: Unguarded parallel AI calls via Promise.all mapping getEmbedding can fail entirely if one candidate causes a rate limit or timeout.
🎯 Why: A single failure in Promise.all rejects the entire batch, immediately triggering the app's fallback logic silently and degrading the feature even if other candidates succeeded.
📊 Impact: Prevents a single candidate's embedding failure from failing the entire batch, allowing the casting system to degrade gracefully.
🔬 Verification: Run pnpm test:ai to ensure the AI logic continues to pass.


PR created automatically by Jules for task 17240276258000408651 started by @lanryweezy

💡 What: Unguarded parallel AI calls via `Promise.all` mapping `getEmbedding` can fail entirely if one candidate causes a rate limit or timeout.
🎯 Why: A single failure in `Promise.all` rejects the entire batch, immediately triggering the app's fallback logic silently and degrading the feature even if other candidates succeeded.
📊 Impact: Prevents a single candidate's embedding failure from failing the entire batch, allowing the casting system to degrade gracefully.
🔬 Verification: Run `pnpm test:ai` to ensure the AI logic continues to pass.

Co-authored-by: lanryweezy <101323524+lanryweezy@users.noreply.github.com>
@google-labs-jules

Copy link
Copy Markdown
Contributor

👋 Jules, reporting for duty! I'm here to lend a hand with this pull request.

When you start a review, I'll add a 👀 emoji to each comment to let you know I've read it. I'll focus on feedback directed at me and will do my best to stay out of conversations between you and other bots or reviewers to keep the noise down.

I'll push a commit with your requested changes shortly after. Please note there might be a delay between these steps, but rest assured I'm on the job!

For more direct control, you can switch me to Reactive Mode. When this mode is on, I will only act on comments where you specifically mention me with @jules. You can find this option in the Pull Request section of your global Jules UI settings. You can always switch back!

New to Jules? Learn more at jules.google/docs.


For security, I will only act on instructions from the user who triggered this task.

@vercel

vercel Bot commented Aug 26, 2026

Copy link
Copy Markdown

The latest updates on your projects. Learn more about Vercel for GitHub.

Project Deployment Actions Updated (UTC)
nolly-crew Ready Ready Preview Aug 26, 2026 4:02am

@qodo-code-review

Copy link
Copy Markdown

ⓘ Qodo reviews are paused because the subscription is no longer active. Ask your workspace admin to reactivate the subscription to resume reviews. Manage billing

@coderabbitai

coderabbitai Bot commented Aug 26, 2026

Copy link
Copy Markdown

Important

  • 🔍 Trigger review

This repository does not receive automatic reviews because it has fewer than 10 stars.

⚙️ Run configuration

Configuration used: defaults

Review profile: CHILL

Plan: Pro Plus

Run ID: 3f0bc1fa-6c73-4987-8891-8d45dbd73a7a


Thanks for using CodeRabbit! It's free for OSS, and your support helps us grow. If you like it, consider giving us a shout-out.

❤️ Share

Comment @coderabbitai help to get the list of available commands.

…S assertions

Resolves CI test suite failures by updating `client/src/__tests__/auth.test.tsx` to align with the new `authService` API signature (`signUp`, `signIn`, etc.) and `nollycrew_token` storage key.
Fixes multiple TypeScript compile issues where `db` and `openai` were possibly null by explicitly adding non-null assertions and corrects an assignment issue in `pdfWatermark.ts`.

Co-authored-by: lanryweezy <101323524+lanryweezy@users.noreply.github.com>
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant