Superlog (YC P26) – Observability that installs itself and fixes bugs
Auto-instruments codebases and opens fix PRs before you see the alert.

Auto-fix PRs with pair-reviewed AI fixes compete directly with CodeRabbit and Sweep.
Engineering teams managing CI pipelines and code quality
CodeRabbit · Sweep · Cursor
Auto-instruments codebases and opens fix PRs before you see the alert.
AI security scanner with auto-fix PRs, competing directly with Snyk and CodeQL.
Linter for skill.md files, but the agent skill ecosystem is nascent and undefined.
Scans Datadog and PagerDuty to find missing alerts before customers do.
Terraform-style drift detection for local machines solves real 'works on my machine' pain.
Reclaims wasted context tokens by auditing MCPs and skills before you type.