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useSherlock.ai VS GitHub Surf

Compare useSherlock.ai VS GitHub Surf and see what are their differences

useSherlock.ai

An AI call detective in Slack. Ask about your calls in plain English — it investigates Twilio, ElevenLabs & Genesys among many other aservices and answers in seconds. Slack-native forensics for Twilio + ElevenLabs call failures

Rating
0 reviews
Pricing
Free trial
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Alternatives Is it good?
GitHub Surf

Open repositories in a VSCode environment in your browser

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Rating
0 reviews
Pricing
Open source
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Alternatives Is it good?
Bluebox.ai
Bluebox gives coding agents the production context they are missing. It briefs your agent with live runtime behavior before a change, investigates incidents, explains likely root cause, and returns a GitHub issue you review. Free to start. sponsored
Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Which is more popular?

Slack popularity
100% vs 0%
alternatives listed
13 vs 1

Base details

Website, pricing, platforms and company facts side by side.

useSherlock.ai
GitHub Surf
Website usesherlock.ai github.surf
Pricing
Free trial Official pricing
Open source
Platforms
Slack ElevenLabs Twilio Genesys Hubspot Google Aircall Amazon Datadog Stripe +7
—
Company Startup from Spain · 1 - 9 employees · 2026 —
Listed in
AI AI Tools AI Assistant AI Chatbots QA Tools Call Center Software Call Center Solution Voice Calling Assistant Communications Platform As A Service (CPaaS) SlackBot Slack AI Voice +9
Developer Tools Productivity Note Note Taking +1

About useSherlock.ai and GitHub Surf

In their own words, as submitted to SaaSHub.

useSherlock.ai
GitHub Surf

Sherlock Calls investigates failed voice AI calls and posts the findings in Slack: a correlated cross-provider timeline, root cause with evidence, and first checks in triage order — giving voice AI observability to telephony engineers and on-call SREs without new dashboards. When a Twilio,...

Read more about useSherlock.ai

No description of GitHub Surf yet.

Features and specs

What each product offers, as listed by its team.

useSherlock.ai 7 features
GitHub Surf 4 features
  • CALL INVESTIGATION
    Ask Sherlock Calls about any call in Slack. Get details, status, duration, events, and errors from Twilio or Genesys in one question — it fetches everything automatically.
  • TRANSCRIPT ANALYSIS
    Search through ElevenLabs conversation transcripts right from Slack. Find specific moments, keywords, or patterns across hundreds of calls instantly.
  • MARKETING & ADS INSIGHTS
    Correlate call outcomes with ad campaigns. Ask "Which Google Ads campaign drove the most qualified calls this week?" and Sherlock Calls cross-references call data with Google Ads, Meta Ads, and Analytics.
  • CRM SYNC & ENRICHMENT
    Sherlock Calls connects to HubSpot, Salesforce, and Dynamics 365 to enrich call data with CRM context. Ask "What deal stage is the caller from +34 611...?" and get the full picture — calls, contacts, and pipeline in one answer.
  • COST BREAKDOWN
    Ask "What did calls cost this week?" in Slack and get an instant breakdown by provider. Spot anomalies, track spending trends, and optimize per-call economics.
  • CROSS-SERVICE CORRELATION
    Sherlock Calls builds a unified timeline across Twilio, ElevenLabs, your CRM, and ad platforms. See the full journey — from ad click to call to deal closed — posted as a clean thread in Slack.
  • MULTI-CHANNEL, MULTI-PROVIDER
    Works in Slack today, with WhatsApp, Telegram, and email coming soon. Connects to voice providers, CRMs, ad platforms, and analytics — each integration is a plugin.
  • User-Friendly Interface
    GitHub Surf provides an intuitive and easy-to-navigate interface that makes it accessible for both beginners and experienced users.
  • Integration with GitHub
    The tool seamlessly integrates with GitHub, allowing users to easily access repositories and track changes efficiently.
  • Real-Time Collaboration
    It supports real-time collaboration features, enabling multiple users to work on the same project simultaneously and see each other's edits instantly.
  • Visual Representation
    Provides a visual representation of project histories and branches, which helps in understanding the development process better.

Possible disadvantages

  • Limited Offline Capabilities
    GitHub Surf requires an internet connection for most functionalities, which limits its usability in offline scenarios.
  • Learning Curve
    Users new to GitHub or similar platforms might experience a learning curve when first using GitHub Surf, owing to its various features and tools.
  • Performance Issues
    Some users may experience performance lags or slower response times when working with large repositories.
  • Privacy Concerns
    As with any online tool, there might be concerns related to data privacy and security, especially when dealing with sensitive project information.

Analysis

An editorial look at what each product does well and who it suits.

useSherlock.ai
GitHub Surf

Overall verdict

  • I don't have verified, up-to-date information about useSherlock.ai (usesherlock.ai) specifically, so I can't confidently confirm whether it's good or not. It may be a newer or niche tool that isn't well-documented in my training data, so I'd recommend checking recent reviews, its official website, and user feedback on platforms like G2, Product Hunt, or Reddit before making a decision.

Why this product is good

  • No verified data available on features, pricing, or performance
  • Cannot confirm legitimacy, security practices, or company reputation
  • Unable to compare it accurately against competitors without firsthand or documented information

Recommended for

  • Users willing to independently research and test the product before committing
  • Early adopters comfortable trying newer or less-documented tools
  • Those who can verify claims directly through the official site, trials, or community reviews

Overall verdict

  • GitHub Surf appears to be a niche tool designed to enhance the experience of browsing and exploring GitHub repositories, offering a more visual or streamlined interface than GitHub's native UI. It seems useful for developers who want a faster or more intuitive way to navigate codebases, though as a smaller or newer service, it may lack the robustness, feature completeness, or long-term support of GitHub's official tools.

Why this product is good

  • Provides an alternative, potentially more visual or user-friendly way to browse GitHub repositories
  • May offer quicker navigation or discovery features compared to GitHub's default interface
  • Useful for developers who want to explore codebases without cloning them locally
  • Likely lightweight and focused on a specific browsing use case

Recommended for

  • Developers who frequently browse open-source repositories and want a different visual experience
  • Users looking for quick repository exploration without needing full GitHub account features
  • Casual coders or students exploring codebases for learning purposes
  • Those seeking alternative UI/UX for GitHub navigation as a supplementary tool

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
useSherlock.ai
GitHub Surf
100% 100%
Slack
0% 0%
0% 0%
Productivity
100% 100%
100% 100%
AI
0% 0%
0% 0%
Note Taking
100% 100%

Questions & Answers

As answered by people managing useSherlock.ai and GitHub Surf.

What makes your product unique?

useSherlock.ai's answer

Sherlock Calls is the only tool that correlates voice AI call events across multiple providers (Twilio, ElevenLabs, Vapi, Retell AI, etc.) into a single incident case file posted in Slack. Most observability tools show dashboards. Sherlock answers specific questions like why did this call fail? The output is a Slack thread with a timestamped cross-provider timeline, root cause with evidence, troubleshooting options, and first checks in triage order, not another screen to monitor.

Why should a person choose your product over its competitors?

useSherlock.ai's answer

Generic APM tools like Datadog and New Relic were not built for voice AI stacks. They don't understand the relationship between Twilio telephony events and ElevenLabs TTS behavior, or how webhook delivery timing affects call outcomes. Sherlock is purpose-built for cross-provider voice call correlation. Setup is OAuth-only. 60 seconds, no code changes, no agent installation.

How would you describe the primary audience of your product?

useSherlock.ai's answer

Engineering teams running voice AI in production: telephony engineers, on-call SREs, voice AI operators, and technical founders whose product relies on AI phone agents built on Twilio, Genesys, ElevenLabs, Vapi, or Retell AI, among others.

What's the story behind your product?

useSherlock.ai's answer

Built by Borja, Jorge and Jose after years working in the voice AI and telephony space. Every call failure investigation followed the same pattern: open the Twilio console, open the ElevenLabs dashboard, pull webhook logs, reconcile timestamps manually, guess at the root cause. Two to three hours per incident. They kept asking why no tool just answered the question. When they looked and found nothing purpose-built for voice AI stacks, they built it themselves.

Which are the primary technologies used for building your product?

useSherlock.ai's answer

Next.js, TypeScript, Supabase (PostgreSQL), All major LLMs, Slack API, Stripe, Vercel, Resend, Supabase

Who are some of the biggest customers of your product?

useSherlock.ai's answer

We are our own first clients and we are seeking other like-minded individuals and teams facing the same problems that could try our product and provide us with some feedback.

User comments

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Alternatives to useSherlock.ai and GitHub Surf

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