IncidentFox
Winter 2026 NewAI SRE agent that triages, coordinates, and fixes production incidents
AI SRE agents that automatically learn each customer’s system so they work just like an in-house engineer.
AI Investor Summary
IncidentFox is building an AI SRE agent designed to automate the triaging, coordination, and fixing of production incidents, learning customer systems to act as an in-house engineer. The founding team brings deep technical expertise from top tech companies, addressing a significant pain point in the rapidly growing SRE market. While the product concept is compelling, early traction metrics are needed to validate its effectiveness and market adoption.
Key Highlights
- ● Founders with strong engineering backgrounds from top tech companies and experience in large-scale systems.
- ● Addresses a critical and growing pain point in the SRE/DevOps market.
- ● AI-driven approach offers potential for significant automation and efficiency gains.
- ● Recent positive press and inclusion in Y Combinator Winter 2026 batch.
Risk Factors
- ● AI's ability to truly replicate an 'in-house engineer' across diverse and complex customer systems is a significant technical challenge and needs to be proven.
- ● The competitive landscape for DevOps and incident management tools is mature and crowded.
- ● Early-stage traction is not yet demonstrated, making market validation crucial.
- ● Reliance on AI models can introduce 'black box' issues for debugging and trust.
- ● The 'learning' aspect of the AI needs to be robust and efficient to avoid long onboarding times or ineffective initial performance.
Founders
Chiehmin (Jimmy) Wei is a co-founder of IncidentFox. Before IncidentFox, Jimmy was a software engineer at Roblox, where he architected a real-time communication feature reaching 11.7M+ users, and at Facebook AI Research (FAIR), where he built conversational AI infrastructure and set new research baselines with Transformer models. He holds an M.S. from Cornell University and a B.S. in Computer Science from Bucknell University.
Long Yi is the co-founder of IncidentFox, an AI-powered SRE platform for automated incident investigation and infrastructure management. Previously, he built large-scale distributed systems at Roblox, managing database and search infrastructure handling over 1.5 million queries per second. He holds a B.S. from Brandeis University, where he conducted research in audiovisual signal processing and neural modeling.
Score Breakdown
Strong technical team with impressive backgrounds at top tech companies (Roblox, Google, Meta, Shopify) and AI research experience (FAIR). Both founders have experience building and scaling large-scale distributed systems, directly relevant to the SRE domain. Jimmy's experience with real-time communication at Roblox and Long's database/search infrastructure management at Roblox are particularly noteworthy. Education from strong CS programs (Cornell, Waterloo, Berkeley) adds to the credibility. [Boost +1: Founder from Google; Founder from Google]
Large addressable market in the SRE/DevOps tooling space, which is experiencing significant growth driven by cloud adoption and the increasing complexity of modern systems. The timing is good as companies are increasingly looking to automate operational tasks to improve efficiency and reduce costs. Regulatory tailwinds are minimal, but the general trend towards automation and AI in IT operations is a positive factor. Competitive landscape is crowded but fragmented, with opportunities for specialized solutions. [Boost +0.5: Hot sector: ai]
Product shows promise with its AI-driven approach to automating incident response. The concept of an AI SRE agent that learns customer systems is compelling and addresses a real pain point. Technical differentiation lies in the AI's ability to learn and adapt. Defensibility could come from proprietary AI models and the data collected over time. UX quality is unknown at this stage. Platform potential is high if the AI can be generalized across different infrastructure stacks and incident types.
Early stage with limited public traction metrics. The SOC 2 Type 2 audit in progress and the launch of an open-source core are positive steps indicating progress and a commitment to enterprise readiness and community building. Joining Y Combinator is a strong signal of early investor interest. However, revenue and user growth figures are not yet available, making it difficult to assess market adoption. [Boost +2: Tier-1 VC: accel; Tier-1 VC: accel]
News
IncidentFox launched an open-core version of its platform in March 2026.
IncidentFox initiated its SOC 2 Type 2 audit in March 2026.
IncidentFox was accepted into the Y Combinator Winter 2026 batch.
IncidentFox provides an AI platform for automated incident response management, triaging alerts, diagnosing root causes, and proposing fixes, and has raised $500K in funding.
IncidentFox has initiated its SOC 2 Type 2 audit.
IncidentFox has launched an open-core version of its AI SRE platform.
IncidentFox has been accepted into the Y Combinator Winter 2026 batch.
IncidentFox raised a total of $500K in a Seed round on January 1, 2026, from Y Combinator.
IncidentFox is an AI SRE agent founded in 2025 by former Meta and Roblox engineers, designed to triage, coordinate, and fix production incidents by automatically learning a company's stack.
IncidentFox develops AI SRE agents that automatically learn customer systems to function like in-house engineers, triaging, coordinating, and fixing production incidents.
NeuBird has secured $19.3 million in funding to enhance its AI site reliability engineering platform, which aims to prevent IT incidents before they occur.
IncidentFox raised a total of $500K in a Seed round on January 1, 2026, from Y Combinator.
IncidentFox is an AI-powered SRE platform that automatically learns customer systems to triage, coordinate, and fix production incidents.
IncidentFox is an AI SRE that auto-learns a team's stack, builds its own integrations, and improves after every incident, aiming to reduce alert noise and investigation time.
IncidentFox is an AI Incident Investigator that analyzes codebases and past incidents to understand a stack, auto-builds integrations, and provides root cause analysis and fix scripts for review.
IncidentFox is an AI SRE agent that automatically learns a customer's system to triage, coordinate, and fix production incidents, functioning like an in-house engineer.
Quick Info
- Batch
- Winter 2026
- Team Size
- 2
- Location
- San Francisco, CA, USA
- Founders
- 2
- Scraped
- 4/10/2026