False-Positive-Free CVE Dependency Alerter
(a) Small dev teams are overwhelmed by thousands of irrelevant vulnerability alerts in their dependencies. (b) Teams pay for Snyk ($25/mo/dev) but suffer from severe alert fatigue. (c) An agent can analyze the actual codebase context to determine if a CVE is reachable, filtering out noise and opening safe PRs end-to-end. (d) This is BETTER than Snyk because it uses LLM code-path analysis to prove if a vulnerability is actually exploitable in the specific app, reducing alerts by 90%. (e) It is EASIER than Dependabot because it doesn't just open breaking PRs; it provides a human-readable explanation of why the update is safe and handles the merge automatically if tests pass.
How we build for this niche
Research
We validate the opportunity, competition, and product fit.
Build
We design and ship a complete, working micro-SaaS product.
Operate
Our team handles marketing, sales, and support 24/7.