Vibe coding without risk_
AI makes you faster. Cyclopt protects your credibility.
AI-assisted or not, shipping code without validation is a risk!
Validate Your CodeFor developers
Monitor your TeamFor managers & team leads
Built for
the GenAI era
Developer-first
by design
Fast setup,
zero friction
AI boosted your output.
It also multiplied your risk.
Code
Secure Every Commit
AI can generate code in seconds, but not all of it is safe. Cyclopt runs ISO/IEC 25010:2023 evaluations and real-time analysis on every commit, catching security and quality issues before code reaches review.
Not another tool.
The layer that was missing.
AI...
CYCLOPT...
Generates code fast
Validates it's production-ready
Increases output
Reduces hidden risk
Is your accelerator
Is your control system
Speed. Security. Reputation.
Speed
Stay fast without cutting corners.
Cyclopt fits your workflow, not the other way around.
Security
Catch risks before they ship.
No matter where the code came from.
Reputation
Earn trust with every release.
Protect it with every commit.
From code to confidence in minutes
1
Write or generate
your code, AI-assisted or not
your code, AI-assisted or not
2
Validate with Cyclopt
Automated quality & security checks
Automated quality & security checks
3
Review findings
Structured, prioritized insights
Structured, prioritized insights
4
Ship with confidence
Safe, compliant, production-ready
Safe, compliant, production-ready
Built for
Accountable Builders
SOLO DEVELOPERS
Shipping to production
AI-POWERED TEAMS
Validating AI-generated code
FAST-MOVING STARTUPS
Scaling without sacrificing quality
ANYONE WHO
Cares about what they release
Leading a
Development Team?
When code comes from multiple developers,
or AI tools, you need visibility.
- Shared standards across every contributor
- Team-wide insights into quality and risk
- Accountability at every commit
Panorama gives you the full picture.
Early AI-native builders
are using Cyclopt
“Cyclopt tools have enabled our developers to write lean, secure and more maintainable code. The automated insights and actionable recommendations provided by Cyclopt Panorama and Cyclopt Companion have allowed our teams to produce consistent, high-quality software.”
