Production operations solutions

    Find out why that page is getting slower.

    A page that used to load quickly now takes longer. Operate can check the database query behind it, look at how the database runs that query and suggest a change. Your team reviews the recommendation before making it.

    Why this takes time.

    A query that worked on a small table can become expensive as the data grows. A CPU alert may arrive much later than the underlying problem. Engineers need to connect the execution plan with the query the application actually sends.

    What Operate needs to check.

    Connect a scoped database credential and relevant application code. Agree which databases and review workload are included. Index recommendations need workload-specific assessment, particularly on large tables.

    Review deployment and access boundaries

    An orders page scans a growing table

    Illustrative example. Findings depend on connected systems and available evidence. Proposed changes require engineer review.

    Starting point

    A recurring database review identifies a query filtering by account and sorting by creation date.

    What the agent checks

    • Inspect the query shape and available execution-plan evidence.
    • Check existing indexes against filtering and sorting.
    • Read the application code that issues the query.

    What the team receives

    Engineering reviews the index, write overhead, migration strategy and production rollout. The proposed SQL is an investigation artifact, not an executed migration.

    Finding

    The relevant compound index is missing. The agent connects the table scan with the orders-list query rather than recommending more capacity as the first response.

    migrations/orders-index.sql
    + CREATE INDEX orders_account_created_idx+ ON orders (account_id, created_at);

    Illustrative artifact. Review before applying changes.

    Try a problem you have already solved.

    Connect the systems used in a problem your team has already solved. Ask Operate to investigate it, then compare the answer with yours. Check the evidence and the suggested change before using it for more work.

    Explore the production workspace

    Which plan covers this?

    Monitor includes performance reviews within an agreed monitoring scope at $299 per workspace per month. Enterprise adds custom tools and agents for specialized checks.

    Bring your own key or model with no Operate token surcharge. Operate-managed AI usage is additional: $3.00 per million input tokens and $15.00 per million output tokens.

    Compare plans and usage terms

    Questions about database performance.

    Will Operate change our database?

    No. Connections are read-only. Your engineers review and apply any migration through your normal process.

    Is an index always the right fix?

    No. Query shape, data distribution, writes and existing indexes all matter. A proposed index needs engineering review against the actual workload.

    Can we add checks specific to our database workflows?

    Enterprise supports custom tools and agents. Teams can define the evidence an agent can access and the checks it should perform.