New Research : AI Context Bombs →New: Try out Enterprise Edition free for 14 days →
Product
Platform
AWS
AWS
Azure
Azure
CI/CD
CI/CD
Google Cloud
Google Cloud
Identity
Identity
Kubernetes
Kubernetes
Workstations
Workstations
Credentials & artifacts
Credentials & artifacts
Use cases
AI Agent Detection
Cloud & Kubernetes Breach
Insider Threat Detection
Supply Chain & CI/CD Attack
Workstation Compromise
PricingCustomers
Resources
  • ResearchAbout
  • Careers
  • Contact
PartnersCommunity Edition
Book a demoCommunity Edition

Deception technology for threats inside and outside your business

AI Threat Detection

Advancements in AI give attackers new ways to move faster—and internal agents new ways to reach beyond their intended scope. Tracebit puts decoy resources and credentials in their path, turning interactions with canaries into clear, actionable alerts so your team can investigate and respond sooner.

✓
Detect AI-powered attackers as they encounter canaries
✓
Reveal shadow AI and agents that overstep
✓
Catch trusted agents being used against you
✓
Expose misuse of planted agent credentials

Tracebit canaries look like valuable resources but serve no legitimate business purpose. When an attacker or agent accesses one, you get an alert with context to investigate. Deploy canaries in as little as 30 minutes, with no monitoring agents to install or servers to maintain.

“Canary-based detection is a critical layer in
Docker’s defense-in-depth strategy. Tracebit makes
deploying and managing deception at scale practical.”

Mark Lechner

CISO, Docker

“As our environment evolves and attacker behavior and knowledge evolves it’s important that we stay ahead of the game with Tracebit.”

Testimonial image

Chris Hymes

CISO, Riot Games

“It’s one of those rare tools that feels like it was built by people who deeply understand the platform and the real world problems defenders face. A true work of art.”

Testimonial image

Jean-Philippe Lachance

Staff Security Specialist in R&D, Coveo

Request a free trial

AI attackers move fast. See what happens when we put deception in their path.

Read our AI Research

How it works

Catch AI threats where they act

An external attacker hunting for credentials. An employee’s agent reaching beyond its remit. An approved tool hijacked through prompt injection. Each can encounter the same trap: a Tracebit canary. Place decoy resources across your cloud, identity systems, repositories, CI/CD pipelines, and workstations to reveal suspicious activity wherever your agents and attackers explore.

1

Detect AI-powered attackers early

AI-powered attacks leave less time to respond. Tracebit alerts when an attacker accesses or uses a canary, helping your team act sooner. In Tracebit’s controlled AWS benchmark, canaries provided warning before the first critical action in 95.9% of runs that reached admin privileges.

2

Reveal agents that overstep their purpose

Employees can deploy AI tools faster than security teams can track them. Canaries reveal agents that read or use decoy resources, including unsanctioned tools and approved agents operating beyond their intended scope. Start detecting these interactions without first cataloging every agent and permission.

3

Catch trusted agents being misused

An approved agent can become an attack tool through prompt injection or a stolen session. Place canaries in the systems it can reach to detect when it explores decoy resources outside its intended workflow. Get a clear signal to investigate, whether the activity comes from an external attacker, a malicious insider, or a compromised agent.

4

Expose agent credential misuse

Plant canary credentials alongside real agent credentials in repositories, CI pipelines, and endpoints. Attempts to use them against cloud services or decoy services, such as private package registries, trigger an alert. Reveal credential theft and supply chain compromise when planted credentials are used, with context to help your team investigate.

Protect your environment with Tracebit

Book a demo today.

Open the booking page in a new tab

Soc 2 Type 2 imageCheckmark imageAWS Qualified software illustration
PLATFORM
AWS
Azure
CI/CD
Google Cloud
Identity
Kubernetes
Workstations
Credentials & artifacts
USE CASES
AI Agent Detection
Cloud & Kubernetes Breach
Insider Threat Detection
Supply Chain & CI/CD Attack
Workstation Compromise
COMPANY
CustomersResearchAboutCareersContactFAQStatusCommunity EditionFree Enterprise Edition Trial
SOCIAL
© 2026 Tracebit
Privacy PolicyTerms of ServiceCookie Settings