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Observability that fixes your bugs

Install in one prompt, get PRs in Slack

coding agent
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Run npx skills add superloglabs/skills --all and use the skills to install Superlog in this project

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Full observability, zero hassle

Our open-source agent wizard will explore your codebase, and add well-structured logs, traces and metrics via OpenTelemetry.

pull request preview
$ npx @superlog/cli
found api, worker, web
added request spans, queue metrics, structured error logs
opened superlog/install-otel

Observability that doesn’t drift.

Superlog scans your codebase and infrastructure to add new alerts, metrics and dashboards, preventing tricky failure modes and observability decay.

continuous scan
new alert
vendor timeout by service
new metric
checkout.failure_rate
new dashboard
queue depth and worker lag

No alert fatigue

Similar errors become clear incidents, not a storm of repeated logs.

Fingerprinting and grouping.

Superlog merges similar errors into clear-cut incidents.

Severity and impact.

Instead of repeated error logs, Superlog provides a summary, a severity score (SEV1-3) and an impact assessment.

Confidence and analysis.

We maintain a custom suite of evaluations to make sure summaries and assessments are terse and relevant.

We fix bugs.

Superlog prepares a resolution PR for every incident. If Confidence Gate fails, it posts findings for the investigating team and pulls in the engineers who can add context.

Superlogapp2:23 AM
💡PR Ready

Fix Stripe credential fallback returning HTTP 400 instead of a clear setup error

Checkout is down because the Stripe secret is missing in production. Superlog prepared a PR that validates the credential on boot, returns an actionable setup error, and adds a regression test for the payment path.

Default·checkout-api
3 repliesLast reply 2 min ago

Zero clicks.

Logs, traces, metrics, alerts, dashboards: all fully available through MCP, so that you don’t have to maintain another platform.

can you prepare a cloud cost dashboard for checkout-api?
Searching...
Searched cloud costs, deploys, and incidents
Created cloud-costs

Sure! I've added a dashboard for checkout-api with spend, deploys,

alerts, cost anomalies, and owners.

No lock-in.

Onboard in one prompt

Run npx skills add superloglabs/skills --all and use the skills to install Superlog in this project