
The AI coding agent that turns ideas into shipped software
CybeDefend records 7,642 monthly visits with +37.6% month-over-month growth and Freemium, Contact for Pricing, Free pricing. Jam records 570,598 monthly visits with -6% growth and Freemium, Paid pricing.

The security brain that keeps AI coding agents inside your rules
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | cybedefend.com | jam.dev |
| Pricing Model | Freemium, Contact for Pricing, Free | Freemium, Paid |
| Monthly Visits | 7.64K (7,642) | 570.6K (570,598) |
| MoM Traffic Delta | +2.09K (+37.6%) | -36.7K (-6%) |
| Primary Market & Share | 🇺🇸 United States (48.9%) | 🇺🇸 United States (22.5%) |
| Direct Visits / mo | 2.62K | 443.32K |
| User Rating | 4.1 | 4.6 |
| Supported Platforms | Website | Website |

The security brain that keeps AI coding agents inside your rules
Intercepts dangerous commands and edits - raw secret reads, unscoped DELETE statements, writes to protected directories - before the AI agent is allowed to execute them.
Reviews each proposed change for SQL injection, hardcoded API keys, personal data leaking into logs, public cloud buckets, vulnerable dependency versions and compromised CI action tags.
Derives the review rules your senior engineers repeat from real code evidence, then requires human approval before a rule is enforced across every agent.
Builds a map of your services so the guard knows what callers, callees and downstream jobs an agent is about to affect before a line is written.
Screen recorder that captures bugs with full technical context
Record your screen or grab a screenshot from the browser extension, the iOS app, or the Mac app.
Available console logs, network requests, user events, and device details ride along with every recording.
Automatic title, summary, and reproduction steps give developers and agents a clear place to begin.
Push Jams into Linear, Jira, or Slack for triage, or into AI coding tools for investigation.

The AI coding agent that turns ideas into shipped software

The coding agent that learns your coding taste
The coding agent that learns your coding taste
SpecialistPlans and executes automated tests using natural language, replacing manual bug reproduction steps with AI agents.

All-in-one AppSec platform that finds and auto-fixes vulnerabilities
All-in-one AppSec platform that finds and auto-fixes vulnerabilities

Agent orchestration platform for your whole software development lifecycle
Agent orchestration platform for your whole software development lifecycle

SpecialistUnifies test results and manual tracking, though lacking Jam's automatic visual screen recording and log capture.
SpecialistUnifies test results and manual tracking, though lacking Jam's automatic visual screen recording and log capture.

AI security platform that finds exposures, proves they're exploitable, and ships the fix
AI security platform that finds exposures, proves they're exploitable, and ships the fix

Attack-led AI security testing and red teaming
Attack-led AI security testing and red teaming

AI-native offensive security: continuous red teaming, white-box pentests, and PR review
SpecialistAutomatically writes and executes regression test suites, offering deeper test automation than front-end bug capture.
SpecialistAutomatically writes and executes regression test suites, offering deeper test automation than front-end bug capture.

Standardize LLM evaluation, observability, and red teaming across your whole org
Standardize LLM evaluation, observability, and red teaming across your whole org
SpecialistRuns end-to-end AI tests to find application bugs, replacing manual bug recording with autonomous verification.
SpecialistRuns end-to-end AI tests to find application bugs, replacing manual bug recording with autonomous verification.