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About Bugb

Built by security engineers, for security engineers.

We model threats as code, test them as code, and hand developers evidence they can act on. Our foundations are open source. Bravos runs them as one loop, for a single developer, a team or an enterprise.

Why we exist

Security work should feel like
pair-programming with an expert.

We already know where the world's doors are. We teach specialized AI agents to make and test the keys. Our security control plane thinks like an attacker and works like an engineer, proving real risk and fixing it fast.

Three products, one loop. GuardLink writes the threat model into the code. Cert-X-Gen runs the probes. Bravos drives both, and writes what it confirms back into the source.

Security First

Security should be proactive, not reactive. Our AI agents work continuously to find and validate threats before they become breaches.

Open Source

Cert-X-Gen and Guardlink are fully open source. We believe transparency builds trust, inspect, contribute, and verify.

AI-Native

Built from day one with LLM reasoning at the core. Not legacy scanners with a chatbot. Every product thinks, plans, and validates.

People

The people behind Bugb.

Four of us lead the company. The GitHub handles are the accounts we commit to GuardLink and Cert-X-Gen from.

  • Portrait of Shahid Hakimji

    Shahid Hakimji

    Co-Founder, CEO & Director

    Decade of experience in cybersecurity and solutions architecture. Ex-Principal Product Security Engineer at Dell and JumpCloud.

    Credited for CVE-2024-50562 and CVE-2023-27290

  • Portrait of Animesh Srivastava

    Animesh Srivastava

    Co-Founder & CTO

    Ex-Lead AI Engineer at Cisco. IISc Alumni. Leveraged big data, ML, and LLMs to solve enterprise-scale security challenges.

  • Portrait of Ashish Shroff

    Ashish Shroff

    Co-Founder & COO

    Ex-Senior Manager at Morgan Stanley. 10+ years in software engineering and security. Previously led engineering teams at Philips.

  • Portrait of Shifa Miyaji

    Shifa Miyaji

    Director, Head of Marketing

    Marketing and communications specialist with wealth of experience across diverse industries.

Research credits

CVEs we reported.

Public CVE records where the vendor advisory or our own write-up credits a Bugb researcher. Scores are the vendor's CVSS v3 base score.

  1. CVE-2024-50562

    Fortinet FortiOS SSL-VPN

    Insufficient session expiration: a logged-out SSL-VPN cookie could be replayed to regain portal access.

    CVSS
    4.8
    Published
    Jun 2025
    Credited to
    Shahid Hakimjias Shahid Parvez Hakim
  2. CVE-2023-27290

    IBM Observability with Instana

    Docker-based datastores did not require authentication, giving network attackers read and write access.

    CVSS
    9.1
    Published
    Mar 2023
    Credited to
    Shahid Hakimjias Shahid Parvez (zippon)

How we got here

From a research idea to a product teams can buy, in the order it happened.

  1. 2022

    The idea

    Moved from generic scanning to finding the applications a specific vulnerability actually affects.

  2. Late 2022

    Research published

    Published in IEEE and presented at WHDCON in Qatar.

  3. Mar 2023

    First CVE

    Reported CVE-2023-27290 to IBM (CVSS 9.1).

  4. Nov 2023

    Cert-X-Gen v1

    Built the first version of Cert-X-Gen, our pentest-as-code engine.

  5. Mar 2024

    Incorporated

    Registered as Bugb Technologies Private Limited.

  6. Aug 2024

    First client

    Started our first client engagement.

  7. Oct 2026

    Bravos available

    Bravos licences went on sale, per developer or for a team, through account.bugb.io.

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