Does Astra auto-merge pull requests?

No. Every change Astra proposes is opened as a pull request on your GitHub repository with full context. A human reviews and merges. Nothing ships without approval.

What kinds of fixes can Astra generate?

Astra handles error fixes, N+1 query optimizations, index recommendations, query optimizations, publication optimizations, deprecated API migrations, vulnerability fixes and general performance improvements.

How does Astra avoid hallucinated fixes?

Astra grounds every suggestion in real telemetry from SkySignal plus your actual repository code. Context builders gather traces, query plans and file contents before generating a patch, so fixes reference real lines and real signals.

Astra - AI DevOps

Astra: AI DevOps for Meteor

Astra reads your SkySignal telemetry, understands what is wrong with your Meteor app, and opens a pull request with the fix. You review. You merge. Shipping performance work stops being a project.

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Job types

Eight focused specialisms, one agent

Astra does not try to be a generalist. Each job type has its own context builder and its own prompting strategy so the quality of each fix is high.

error_fix

Turns a recurring exception into a patch with the stack trace as ground truth.

n1_optimization

Detects N+1 query loops inside methods and proposes batched or cached alternatives.

index_recommendation

Reads slow-query plans and proposes compound indexes with multi-tenant ordering.

query_optimization

Rewrites slow finds and aggregations to use selective fields and correct indexes.

publication_optimization

Tightens field projections and suggests publication shape changes to cut DDP traffic.

deprecated_api_migration

Migrates sync Meteor APIs to their async counterparts for Meteor 3 readiness.

vulnerability_fix

Reads npm audit output and opens a bump PR with context on the advisory.

general_optimization

Cross-cutting performance wins that do not fit a narrower category.

End to end

Signal, context, diff, pull request

Signal

A SkySignal detector fires - COLLSCAN, leaked observer, recurring error, failed vulnerability scan.

Context

A job-specific context builder gathers traces, query plans, source files and commit history.

Generate

Astra runs the right prompt chain, produces a patch grounded in real code and real telemetry.

Pull request

The diff is opened on GitHub with a full write-up, the evidence, and links back into the dashboard.

Always on

A DevOps engineer on call, 24/7

Astra watches your app the way a senior engineer would — around the clock, without taking a weekend. When something goes wrong at 3 a.m. or a slow query creeps in over the holiday, Astra diagnoses it, drafts the fix and opens a pull request so it is waiting for you when you get back to your laptop. You decide what ships.

While you are away, Astra handles

→Production errors triaged and grouped with a draft fix
→N+1 queries and missing indexes caught before users feel them
→Deprecated Meteor APIs migrated as you move to async
→High and critical vulnerabilities patched from npm audit
→Over-fetching publications tightened with missing projections

Pull requests, never auto-merge

Astra is an assistant, not an operator. Every change is a pull request on your repo with a full description, the offending telemetry and a diff you can question line by line. Your CI runs, your reviewers read, you choose.

Per-job-type customer control

Turn each job type on or off independently. Some teams are happy to let Astra file index and vulnerability PRs automatically but want human review before any code rewrite. You set the policy per job type.

Let your telemetry ship code

From error spike to pull request, while you sleep.

Paid add-on, billed separately from your SkySignal subscription. Not included in the free trial.

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