IncidentFox
AI SRE agent that triages, coordinates, and fixes production incidents
Winter 2026ActiveB2BInfrastructureAIOpsArtificial IntelligenceDeveloper ToolsSan Francisco, CA, USA
Company
https://incidentfox.aiAI SRE agents that automatically learn each customer’s system so they work just like an in-house engineer.
Verdict
High Signal
Market Opportunity
Enterprise DevOps/SRE tooling is a multi-billion dollar market — PagerDuty alone is a $2B+ public company. Every engineering org with on-call rotations is a target. B2B SaaS with clear ICP (mid-to-large engineering teams running cloud infra), and incident management is a known painful, recurring spend category.
Medium Signal
Founder Signal
Jimmy Wei: 2.5 years SWE at Roblox building in-experience calling, prior internship at Meta FAIR on conversational AI, Cornell MS. Long Yi: ~1.5 years as SWE at Roblox on Stateful Infra team supporting 100M+ DAU database, with Grafana/Kubernetes experience directly relevant to SRE tooling. Both are relatively junior (graduated 2023), but domain relevance at Roblox is real and directly applicable to this product.
Low Signal
Competition
Crowded space: PagerDuty, Incident.io, FireHydrant already handle incident management; Blameless and Rootly are direct competitors; and larger players like Datadog and ServiceNow are expanding into AI-driven RCA. Multiple well-funded startups (Incident.io raised $50M+) already competing, and incumbents have deep integration advantages. The 'auto-learns your stack' differentiation is meaningful but unproven at scale.
High Signal
Product
Documentation at incidentfox.mintlify.app. Public GitHub repo with 420+ stars. Free Slack workspace trial available. 40+ integrations listed (Datadog, PagerDuty, Grafana, Kubernetes, etc.). SOC 2 compliance mentioned. One anonymous testimonial. Slack-native product. No named end-customer logos.
OverallB Tier
IncidentFox (Brownie) has a clear product with documentation, public GitHub repo (420+ stars), free Slack workspace trial, 40+ integrations (Datadog, PagerDuty, Grafana, Kubernetes), and SOC 2 compliance. The Roblox SRE/infra background is genuinely relevant. Main risk is competition from PagerDuty, Opsgenie, and established incident management platforms. The open-source strategy and Slack-native approach is a sensible distribution wedge.
Active Founders
IncidentFox
TierB Tier
BatchWinter 2026
Team Size2
StatusActive
LocationSan Francisco, CA, USA
Last Updated2 days ago