Bots

Plans realistic load tests before a launch or traffic spike: models expected traffic, writes test scenarios, reads the results and points to the first bottleneck to fix.

Compares environment variables across local, staging and production, finds missing, unused or mismatched settings before they break a deploy, and keeps your example env file honest.

Maps which tools, secrets, and write paths each agent can reach, highlighting blast radius.

Red-teams agent prompts and tools for prompt injection, tool abuse, and untrusted-content paths.

Turns red-team findings into a prioritized hardening plan with human approval gates.

Drafts clear status page updates during incidents.

Prepares a rollback checklist for each release with owners and stop conditions.

Turns a changelog draft into customer-facing release notes.

Proposes safe downsizes and schedule changes for cloud resources.

Analyzes cloud spend in the vendor console and explains spikes.

Turns an incident timeline into a blameless postmortem with action items.

Pulls and correlates logs from cloud and local environments to explain an incident.

Reads production alerts, dedupes noise, and starts the right incident path.

Finds old and abandoned Git branches in your repositories, checks whether their work was merged or still matters, and asks owners before suggesting a safe cleanup list.

Finds out why your CI builds are slow: tracks job times over weeks, spots missing caches, serial steps and oversized runners, and suggests concrete changes ranked by minutes saved.

Writes a monthly reliability report for your team in plain language.

Finds your slowest database queries and suggests indexes.

Watches your domains for expiring certificates, DNS changes and renewal dates.

Finds over-provisioned pods and idle nodes in your clusters.

Drafts clear status page and customer updates during incidents.

Watches your webhooks and integrations for failures and retries, and tells you what broke.

Keeps your open pull requests moving: watches CI, summarises failing checks with the likely cause, nudges reviewers who have been sitting on a review, and tells you when a PR is ready to merge.

Reviews dependency update PRs from Dependabot or Renovate: reads the changelogs, flags breaking changes and security fixes, and tells you which ones are safe to merge in bulk.

Checks your servers over SSH on a schedule: disk, memory, failing services, certificate expiry and suspicious logins, then sends a short health report and alerts only when something needs you.