# Gecko Security: AppSec for vulnerabilities scanners miss

Canonical: https://mudpie.ai/companies/gecko-security/
Breadcrumb: [Home](https://mudpie.ai/) / [Companies](https://mudpie.ai/companies/) / [Gecko Security: AppSec for vulnerabilities scanners miss](https://mudpie.ai/companies/gecko-security/)
Author: Ali Abouelatta (https://mudpie.ai/authors/ali-abouelatta/)
Published: 2026-09-19
Updated: 2026-09-19
Research type: Company profile
Method: Company and accelerator sources checked 2026-09-19. Product claims are attributed to their sources; this is research, not a hands-on product trial.

Gecko is trying to make application security less dependent on a pile of noisy findings.

## What it does

Gecko Security says it analyzes code, logic, infrastructure, data flows, and trust boundaries to find exploitable vulnerabilities. Its [documentation](https://gecko.security/docs) describes a path from repository connection to scan, triage, fix, and rescan. It also supports PR checks, auto-fix pull requests, integrations, and cloud or hybrid deployment.

The buyer is a security or engineering team that wants more than pattern matching and does not want every finding to become a manual investigation.

| Fact | What the public source says |
| --- | --- |
| Buyer | Security teams and developers responsible for application risk |
| Product | AI-assisted threat modeling, semantic indexing, CI/CD scans, triage, and auto-fix PRs |
| Pricing page | Free tier with 10 scans; Pro at $100/month and 100 scans; Enterprise is custom |
| Human boundary | Terms require qualified human security personnel to review and validate outputs before acting |

## What looks useful

The product’s distinction is concrete. Gecko says it builds a compiler-accurate index of the codebase, uses that context to model attack paths, and reconstructs call chains across services. That is a different pitch from “we scan your dependencies.”

The free and Pro plans create a relatively clear developer-led entry path. The current pricing page also makes the enterprise tradeoff visible: unlimited scanning, private deployment, SSO/SCIM, audit logs, and dedicated support sit behind custom annual pricing.

The founder context is unusually relevant. YC describes Jeevan Jutla as a former UK Intelligence security researcher and competitive hacker, and Artemiy Malyshau as an Imperial College scholar who worked on threat-intelligence systems for Interpol and national governments. That explains why the product emphasizes attack paths and security context. It is not an independent accuracy audit.

## What to resolve

Gecko’s public site reports 8x more true positives, 90% fewer false positives, and a one-hour average time to remediation. Those are company-presented claims, not benchmarks without the sample, baseline, period, and comparison set.

The terms are more important than the marketing number. Gecko explicitly says customers need qualified humans to independently review, validate, and decide based on outputs. That is the right way to read the product: a security decision aid with automation, not an autonomous security authority.

Short version: shortlist Gecko if the team wants semantic application-security analysis with a free starting point and a serious enterprise path. Do not buy it as permission to skip human security review.

## Sources checked — 2026-09-19

- [YC profile](https://www.ycombinator.com/companies/gecko-security)
- [Gecko homepage](https://gecko.security/)
- [Gecko pricing](https://gecko.security/pricing)
- [Gecko docs](https://gecko.security/docs)
- [Terms of service](https://www.gecko.security/terms-of-service)
- [Public pricing search result](https://codesecbench.org/landscape/)

## Cohort context

Gecko Security is listed in Fall 2024. In our 2026-09-18 directory snapshot, 57 of 94 listed companies in that cohort have YC’s primary industry label B2B (60.6%). This is a current-directory comparison, not an original intake count or a performance ranking. [Nine-cohort dataset](https://mudpie.ai/research/yc-cohorts-2026-09-19.json).

## Public website snapshot

Observed 2026-09-19T16:14:37.435Z in raw homepage HTML. This records visible metadata and advertised links, not agent execution or product quality.

| Signal | Homepage observation |
| --- | --- |
| Product description metadata | Observed |
| Canonical link | Observed |
| H1 or H2 heading | Observed |
| Typed structured data | Observed |
| Docs/developer link | Observed |
| Pricing link | Observed |
| llms.txt link | Not observed in this response |
| Markdown alternate | Not observed in this response |

[Public observations](https://mudpie.ai/research/yc-homepage-links-2026-09-19.json) · [Collection method](https://mudpie.ai/research/yc-homepage-methods/README.md). Missing links here do not establish that a capability or file is absent elsewhere.


## Author disclosure

I cofound Lazyweb and publish Mudpie. This is an owner-written publication, not an independent testing organization. Research notes distinguish observations, sourced reporting and editorial judgment.