Superlog

Make software self-healing

2.2Score#639 of 999 agents#5 of 12 in SRE

Why it ranks #639

Superlog, an AI SRE from YC Sp26, ranks #639 of 999 AI agents and #5 of 12 in SRE, with a score of 2.2 of 10. Data as of 3 Oct 2026.

The score adds four parts, each 0 to 10, by weight. Every point comes from public evidence. How scoring works ·

Proof 0 × 30% 0.0
Scale 1 × 30% 0.3
Momentum 4 × 25% 1.0
Autonomy 6 × 15% 0.9
= 2.2

Proof
Do customers use it? 30% of the score
0
No public claims of customers or revenue yet.
Not found: revenue or growth (+4), named customers (+3), a customer result (+2), a customer count (+2), work done at scale (+2)
Scale
Is there a real company behind it? 30% of the score
1
2 people.
- +1
  2 people on its YC page2 people
Not found: funding round in its news (+3)
Momentum
Is it shipping and growing now? 25% of the score
4
Shows a recent launch and a new batch.
- +3
  Launched in the last 6 monthsSuperlog: The self-installing observability tool that fixes your bugsLaunch YC post · 12 May 2026
- +1
  New: YC Spring 2026
Not found: open roles on YC (+2), new traction claim in the last 6 months (+2), funding news in the last year (+2)
Autonomy
How much of the job does it do on its own? 15% of the score
6
Supervised agent: takes actions in other systems; a person approves key steps.
- +6
  Level 2 of 4: Supervised agentTakes actions in other systems; a person approves key steps.
What the model read
- Acts in other systems: 93% likely
- Finishes whole tasks: 59% likely
- Calls itself an agent: 80% likely
Level 2: Takes actions in other systems; a person approves key steps.

About Superlog

Sentry and Datadog dump a stream of alerts. Most are duplicates, most lack context, and you still have to solve the issue yourself.

Superlog is AI-native observability that's meant not to be opened. A wizard scans your repo and installs proper OpenTelemetry instrumentation, then runs daily to keep up as you ship new code. When something breaks, Superlog groups the errors into a single incident, investigates with full context (logs, traces, recent deploys, past Slack threads), and posts one mergeable PR in Slack. You merge it, ignore it, or open it as a Claude Code session and modify it.

Telemetry is vendor-neutral, so you keep every log, trace, and metric we install, even if you leave.