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October 29, 2025

Sherlocks.ai

SRE

8,357

5.0(11)7

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8,357

5.0(11)7

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AI SRE teammates that never sleep.

Agent Site Reliability Engineering Incident Prevention System Uptime Incident Management Root Cause AnalysisFree + from $2000/mo

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Overview

Sherlocks.ai is an AI-powered Site Reliability Engineering (SRE) incident management tool. It is designed to streamline SRE operations using autonomous AI agents to anticipate issues, prevent incidents, automate root cause analysis (RCA), and accelerate recovery process.

The platform integrates with existing tools in your workflow, making it seamlessly suitable for an undisturbed deployment. Additionally, Sherlocks.ai's AI agents learn the system's architecture and past incidents in order to provide context-aware solutions.

The tool also intelligently triages alerts to help reduce noise and focus on essential matters. By automating the diagnosis and providing recommendations based on historical data, Sherlocks.ai quickens the process of incident analysis and resolution.

In terms of operational efficiency, this tool transforms the role of SREs from simply troubleshooting to leading as architects of resilience in their system's architecture.

With Sherlocks.ai, engineers are freed to innovate, thereby speeding up delivery and increasing operation velocity. The tool can also assist in preventing outages before they impact customers, ensuring consistent uptime, and improving customer lifetime value and net promoter scores.

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Initial release

October 29, 2025

Initial release of Sherlocks.ai.

Author

Gaurav Toshniwal

@gaurav-toshniwal

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1 tool

Beginner

Joined: October 2025

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Free Trial

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$2,000/month

Billing frequency

Monthly

Refund policy

No Refunds

Free trial duration

30 days

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SRE Sherlocks.ai

SRE

8,357

5.0(11)7

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Comments(7)

Shubham Kumar

Oct 30, 2025

@ initial release

Rated it

@Sherlocks.ai

Powerful AI tool for SREs, this automates RCA, prevents incidents and cuts MTTR significantly. A must-try for reliability teams.

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Akshat Savla

Oct 30, 2025

@ initial release

Rated it

@Sherlocks.ai

Sherlocks.ai is ahead of the current times solving the real problems encountered by every team. Keep it up !!!!!

Reply Share Delete Report

Smrithin N S

Oct 30, 2025

@ initial release

Rated it

@Sherlocks.ai

Good ai tool for SRE

Reply Share Delete Report

Karuna Aggarwal

Oct 30, 2025

@ initial release

Rated it

@Sherlocks.ai

Really helped us in reducing our MTTR by 40%.

Reply Share Delete Report

Sahil Revankar

Oct 30, 2025

@ initial release

Rated it

@Sherlocks.ai

Best ai tool

Reply Share Delete Report

Ajay Suwalka

Oct 30, 2025

@ initial release

Rated it

@Sherlocks.ai

tried it, highly competent functioning

Reply Share Delete Report

Rakshita Vishakh

🙏 3 karma

Oct 30, 2025

@ initial release

Rated it

@Sherlocks.ai

Best AI tool for SREs

52 Reply Share Delete Report

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Pros and Cons

Pros

Prevents incidents

Automates Root Cause Analysis

Accelerates incident recovery

Undisturbed deployment

Datadog, New Relic, Prometheus compatibility

Learns system architecture

Leverages past incidents

Delivers context-aware solutions

Intelligent alert triage

Reduces noise in alerts

Focuses on key issues

Automated diagnosis

Recommends fixes

Utilizes historical data

Facilitates transition to resilience architects

Fosters innovation in SRE

Increases delivery speed

Heightens operational velocity

Prevents customer-impacting outages

Guarantees consistent uptime

Promotes teamwork

Protects revenue

Enhances customer lifetime value

Improves net promoter score

View 19 more pros

Cons

No mobile application

Integrates only with specific tools

Limited historical data utilization

No multi-language support

No on-premise deployment option

Lacks external threat detection

Overreliance on automation

Limited error anticipation methods

No stated GDPR compliance

Undefined downtime reduction percentage

View 5 more cons

Q&A

What is Sherlocks.ai?

Sherlocks.ai is an AI-powered tool designed for Site Reliability Engineering (SRE) operations. It uses autonomous AI agents to prevent incidents, automate root cause analysis and to accelerate the recovery process. The AI agents are designed to learn from historical data and system architecture to provide context-aware solutions.

How does Sherlocks.ai differ from other SRE incident management tools?

Sherlocks.ai stands apart through its autonomous AI agents that work constantly to prevent incidents, automate root cause analysis, and accelerate recovery times. The tool transitions SREs from being reactionary, dealing with issues as they arise, to being proactive, anticipating issues before they escalate.

In what way does Sherlocks.ai streamline incident management?

Sherlocks.ai streamlines incident management by utilizing autonomous AI agents for tasks such as incident prevention, root cause analysis automation, and recovery acceleration. These agents triage alerts intelligently to minimize noise and focus on critical issues. They also auto-diagnose and suggest corrections based on historical incident data.

What are the autonomous AI agents in Sherlocks.ai designed to do?

The autonomous AI agents in Sherlocks.ai are designed to continuously prevent incidents, automate the procedure of Root Cause Analysis (RCA) and hasten the recovery process. They learn from the system's architecture and previous incidents to provide context-aware solutions.

How does Sherlocks.ai integrate with existing stacks and tools?

Sherlocks.ai integrates seamlessly with existing stacks and tools without causing any disruption to workflows. Its seamless integration feature allows it to connect with the existing tools without causing any hindrance or disrupting operational flow.

Can Sherlocks.ai work with Datadog, New Relic, or Prometheus?

Yes, Sherlocks.ai is compatible with various tools including Datadog, New Relic, and Prometheus. Its seamless integration allows it to connect with these tools without disrupting the existing operational workflow.

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How does Sherlocks.ai determine solutions based on past incidents?

Sherlocks.ai's AI agents study the system's architecture and historical incident data to provide solutions. They analyze past incidents, extract vital information and patterns, and use this data to recommend fixes during similar incidents.

What does context-aware solutions mean in Sherlocks.ai?

Context-aware solutions in Sherlocks.ai refer to the solutions provided by the tool based on understanding the context of the system's architecture and past incidents. Its AI leverages this understanding to predict, prevent, and automate handling of similar future incidents.

What is the alert triage system in Sherlocks.ai?

The alert triage system in Sherlocks.ai is a mechanism for intelligent management of alerts. The system triages or sorts out alerts, reducing noise by focusing only on what matters. It offers priority to severe or significant alerts over trivial ones.

How does Sherlocks.ai reduce noise from alerts?

Sherlocks.ai reduces noise from alerts by making use of intelligent alert triage. The system sorts out alerts by their importance, allowing engineers to pay attention only to what matters, thereby reducing unnecessary noise.

What fixes does Sherlocks.ai automatically recommend?

Sherlocks.ai automatically suggests fixes based on its understanding of similar historical incidents. Using past incident data, it identifies patterns and potential fixes, which it then recommends when encountering a similar encounter in future.

In what way does Sherlocks.ai anticipate future incidents?

Sherlocks.ai uses its AI capabilities to anticipate future incidents by learning from the system's architecture and past incidents. It applies the lessons learned to predict and prevent similar incidents from occurring in the future.

How does Sherlocks.ai increase operational efficiency?

Sherlocks.ai increases operational efficiency by automating several processes such as incident prevention, root cause analysis, and recovery acceleration. It allows SREs to shift their focus to more important tasks, making them more productive and efficient in their roles.

Can Sherlocks.ai prevent outages before they impact customers?

Yes, Sherlocks.ai is designed to prevent outages before they impact customers. Through its proactive approach of learning from past incidents and system architecture, it anticipates potential issues and mitigates them before they escalate into full-blown outages.

How does Sherlocks.ai contribute to consistent uptime and customer lifetime value?

Sherlocks.ai contributes to consistent uptime and increases the customer lifetime value by preventing outages before they occur. This ensures seamless service availability, enhances customer experience, and increases the longevity of a customer's relationship with the business.

What does it mean when Sherlocks.ai facilitates transition of SREs to architects of resilience?

When Sherlocks.ai facilitates the transition of SREs to architects of resilience, it means transforming their role from reactive problem solvers to proactive system designers. They shift from merely addressing issues as they arise to building robust systems that can withstand and recover from incidents quickly.

What is the net promoter score in Sherlocks.ai?

Net promoter score in Sherlocks.ai refers to a measurement of customer loyalty and satisfaction, which is improved as Sherlocks.ai prevents incidents before impacting customers, ensuring consistent uptime, and therefore enhancing the overall customer experience.

How does Sherlocks.ai ensure higher velocity?

Sherlocks.ai ensures higher velocity through automation. By automating processes like incident prevention and root cause analysis, it frees engineers to innovate and speed up delivery. This acceleration in delivery and operation is referred to as increased operation velocity.

Can Sherlocks.ai improve team collaboration?

Sherlocks.ai can certainly improve team collaboration. By efficiently managing incidents, it enables teams to work together more effectively. Teams do not lose time stressing over incident handlings, contributing to improved productivity and collaboration.

How does Sherlocks.ai protect revenue?

Sherlocks.ai protects revenue by preventing incidents that could lead to outages before they impact customers. By ensuring consistent uptime, it enhances customer experience, preserves their loyalty, thereby protecting the revenue that comes from satisfied, long-term customers.

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Sherlocks.ai

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Gaurav Toshniwal

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