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useSherlock.ai VS Codeium

Compare useSherlock.ai VS Codeium and see what are their differences

useSherlock.ai logo useSherlock.ai

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

Codeium logo Codeium

Free AI-powered code completion for *everyone*, *everywhere*
  • useSherlock.ai Sherlock AI on Slack
    Sherlock AI on Slack //
    2026-03-02
  • useSherlock.ai Sherlock Calls investigating issues
    Sherlock Calls investigating issues //
    2026-03-02
  • useSherlock.ai Sherlock Calls answers to questions
    Sherlock Calls answers to questions //
    2026-03-02
  • useSherlock.ai Sherlock Calls in action
    Sherlock Calls in action //
    2026-03-02
  • useSherlock.ai Sherlock Calls you AI Call Detective
    Sherlock Calls you AI Call Detective //
    2026-03-02

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 โ€” giving voice AI observability to telephony engineers and on-call SREs without new dashboards.

When a Twilio, ElevenLabs, Vapi, Retell AI, Genesys, or Amazon Connect call fails, the evidence is split across providers with misaligned timestamps and call identifiers. Sherlock connects to your stack via OAuth, correlates all events automatically, and posts a structured incident case file in the same Slack thread where the alert fired. Free to start โ€” 100 credits, no credit card. Team plans from $50/month.

  • Codeium Landing page
    Landing page //
    2023-05-10

useSherlock.ai

$ Details
Free Trial
Platforms
Slack ElevenLabs Twilio Genesys Hubspot Google Aircall Amazon Datadog Stripe
Release Date
2026 February
Startup details
Country
Spain
State
Madrid
City
Madrid
Founder(s)
Jorge, Borja, Jose
Employees
1 - 9

Codeium

Pricing URL
-
$ Details
Platforms
-
Release Date
-

useSherlock.ai features and specs

  • CALL INVESTIGATION
    Ask Sherlock Calls about any call in Slack. Get details, status, duration, events, and errors from Twilio or Genesys in one question โ€” 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 โ€” 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 โ€” from ad click to call to deal closed โ€” 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 โ€” each integration is a plugin.

Codeium features and specs

  • Free to Use
    Codeium is available for free, making it accessible to a wide range of users, including individuals and businesses with budget constraints.
  • Advanced AI Technology
    Utilizes state-of-the-art AI models to provide smart code completion, error checking, and other features that enhance developer productivity.
  • Multi-language Support
    Supports a variety of programming languages, making it versatile and useful for developers working in different stacks.
  • User-Friendly Interface
    Designed with a user-friendly interface that makes it easy for both beginners and experienced developers to navigate and use its features.
  • Robust Integration
    Can be integrated with popular code editors like Visual Studio Code, providing seamless usability within existing workflows.
  • Continuous Updates
    Regular updates ensure that the tool stays current with the latest programming standards and technologies.

Possible disadvantages of Codeium

  • Data Privacy Concerns
    Since the tool processes raw code, there may be concerns about data privacy and security for sensitive projects.
  • Limited Offline Functionality
    Requires an internet connection for full functionality, which can be a drawback for developers working in offline or remote environments.
  • Learning Curve
    Despite its user-friendly design, there can be a learning curve for new users to fully understand and utilize all the features.
  • Potential Over-reliance
    Developers might become overly reliant on automated code suggestions, which could impact their coding skills in the long term.
  • Variable Performance
    Performance may vary depending on the complexity of the codebase and the specific languages being used.
  • Integration Bugs
    Like any software, there could be occasional bugs or issues during integration with different development environments.

Analysis of Codeium

Overall verdict

  • Codeium is considered a valuable tool for developers seeking AI-assisted features to streamline their coding process. Its user-friendly interface and effective code suggestions make it a worthwhile addition to a developer's toolkit.

Why this product is good

  • Codeium is a coding assistant tool designed to improve developer productivity by offering features like code completion, suggestions, and error detection. Its strengths include ease of integration with popular IDEs and a focus on enhancing coding efficiency.

Recommended for

    Codeium is particularly recommended for software developers, coding enthusiasts, and teams looking to boost productivity and reduce the time spent on coding and debugging. It is suitable for beginners who need guidance, as well as experienced developers looking for efficiency enhancements.

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Codeium videos

Codeium: Free Copilot Alternative

Category Popularity

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Call Center Solution
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Developer Tools
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AI
4 4%
96% 96
Call Center Software
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Questions & Answers

As answered by people managing useSherlock.ai and Codeium.

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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Reviews

These are some of the external sources and on-site user reviews we've used to compare useSherlock.ai and Codeium

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Codeium Reviews

11 Best AI Coding Assistants: Top Tools Every Developer Needs in 2025ย 
Codeium (Windsurf) is a fast, privacy-focused AI coding assistant that supports autocomplete, refactoring, and in-editor chat across multiple programming languages. Often, itโ€™s used by full-stack developers who need instant, context-aware suggestions without compromising code privacy. Itโ€™s particularly well-suited for teams in regulated environments where data logging and...
Source: blog.devart.com
10 Best Github Copilot Alternatives in 2024
Yes, some free alternatives to GitHub Copilot like Codeium offer features that can be suitable for enterprise use. However, for advanced needs, you might consider paid options like TabNine Enterprise or DeepCode (Snyk Code), which provide additional support and security features.
The Best GitHub Copilot Alternatives for Developers
Another notable feature of Codeium is context pinning. It allows developers to pin any scope of code, such as a repository, a file, or a function, so Codeium takes the code in that section more seriously when generating responses. Developers can apply this feature once and save it while they work, enhancing accuracy in coding tasks. Codeium is capable of meeting a variety of...
Source: softteco.com
6 GitHub Copilot Alternatives You Should Know
Codeium is another LLM-driven coding assistant designed to enhance productivity and code quality for developers. It provides smart code completions and refactorings. Codeium supports a variety of programming languages and integrates with popular IDEs.
Source: swimm.io

Social recommendations and mentions

Based on our record, Codeium seems to be more popular. It has been mentiond 46 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

useSherlock.ai mentions (0)

We have not tracked any mentions of useSherlock.ai yet. Tracking of useSherlock.ai recommendations started around Mar 2026.

Codeium mentions (46)

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What are some alternatives?

When comparing useSherlock.ai and Codeium, you can also consider the following products

Datadog - See metrics from all of your apps, tools & services in one place with Datadog's cloud monitoring as a service solution. Try it for free.

GitHub Copilot - Your AI pair programmer. With GitHub Copilot, get suggestions for whole lines or entire functions right inside your editor.

Sentry.io - From error tracking to performance monitoring, developers can see what actually matters, solve quicker, and learn continuously about their applications - from the frontend to the backend.

Tabnine - TabNine is the all-language autocompleter. We use deep learning to help you write code faster.

NewRelic - New Relic is a Software Analytics company that makes sense of billions of metrics across millions of apps. We help the people who build modern software understand the stories their data is trying to tell them.

ChatGPT - ChatGPT is a powerful, open-source language model.