
Free / Open-sourceThe AI coding agent that turns ideas into shipped software
Free / Open-sourceThe AI coding agent that turns ideas into shipped software
Macroscope records 106,170 monthly visits with +39.6% month-over-month growth and Free Trial, Paid, Contact for Pricing pricing. Pixee records 3,769 monthly visits with -37.3% growth and Paid, Contact for Pricing pricing.

Outcome-based AppSec that triages and fixes vulnerabilities at machine speed
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | macroscope.com | pixee.ai |
| Pricing Model | Free Trial, Paid, Contact for Pricing | Paid, Contact for Pricing |
| Monthly Visits | 106.17K (106,170) | 3.77K (3,769) |
| MoM Traffic Delta | +30.12K (+39.6%) | -2.25K (-37.3%) |
| Primary Market & Share | 🇺🇸 United States (51.7%) | 🇺🇸 United States (63.4%) |
| Direct Visits / mo | 46.77K | 1.48K |
| User Rating | 4.3 | 4.2 |
| Supported Platforms | Website | Website |

AI code review and status updates that keep every repo on track
Reviews every change for correctness, security, test coverage, and regressions before it lands, using full-codebase context.
Generates clear pull request descriptions so reviewers understand the intent of a change quickly.
Shows what changed, why it changed, and what needs attention across every repository and team.
Connects with version control, Slack, Jira, and Linear so insights appear inside tools the team already uses.

Outcome-based AppSec that triages and fixes vulnerabilities at machine speed
Pixee traces real execution paths to show whether a scanner finding is genuinely reachable and exploitable, filtering out a large share of false positives before any fixing starts.
Fixes are generated to match your codebase's patterns, classes, and policies, so changes look like your own engineers wrote them and pass CI before opening a pull request.
Connects with GitHub and GitLab and consumes findings from SAST and SCA tools including Snyk, Semgrep, CodeQL, Checkmarx, Dependabot, and GitLab Ultimate.
Every triage decision, fix, and design review feeds a persistent context graph, so reactive remediation and proactive design work continually sharpen each other.

Free / Open-sourceThe AI coding agent that turns ideas into shipped software
Free / Open-sourceThe AI coding agent that turns ideas into shipped software
Cognition's autonomous software engineer that ships real pull requests

Free / Open-sourceThe coding agent that learns your coding taste
Free / Open-sourceThe coding agent that learns your coding taste

Free / Open-sourceAll-in-one AppSec platform that finds and auto-fixes vulnerabilities
Free / Open-sourceAll-in-one AppSec platform that finds and auto-fixes vulnerabilities

Free / Open-sourceAgent orchestration platform for your whole software development lifecycle
Free / Open-sourceAgent orchestration platform for your whole software development lifecycle

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

Free / Open-sourceAI-native offensive security: continuous red teaming, white-box pentests, and PR review

Context-aware AI code reviews and a model router for coding agents
Context-aware AI code reviews and a model router for coding agents

Free / Open-sourceOne living index of your codebase that AI agents and pull requests can actually read
Free / Open-sourceOne living index of your codebase that AI agents and pull requests can actually read

Free / Open-source32 security scanners in one AI-filtered DevSecOps pass
Free / Open-source32 security scanners in one AI-filtered DevSecOps pass

Sovereign AI pair programmer that keeps your code on your infrastructure
Sovereign AI pair programmer that keeps your code on your infrastructure

Context-aware AI assistant that knows your entire Git codebase
Context-aware AI assistant that knows your entire Git codebase