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devsecops 28 bảo mật 19 an ninh mạng 9 bảo mật ứng dụng web 6 công cụ cnapp 6 application security 5 vulnerability remediation 5 công cụ bảo mật 5 ai 4 AI generated code 4 bảo mật ứng dụng 4 ASPM 4 security automation 3 bảo mật mã lập trình theo cảm hứng 3 công cụ lập trình ai 3 SAST 3 Bảo mật CI/CD 3 Lựa Chọn Thay Thế 3 AI Pentest 3 công cụ devsecops 3 AI Code Security 2 AI security 2 security remediation 2 proof-driven AppSec 2 sca 2 quản lý lỗ hổng 2 Deep Code Analysis 2 Hợp tác 2 nền tảng bảo vệ gốc đám mây 2 công cụ aspm 1 công cụ sast 1 đám mây 1 gdpr 1 châu âu 1 tuân thủ 1 vibe coding 1 PR review 1 vulnerability statistics 1 SQL Injection 1 Khắc Phục Tự Động 1 autonomous remediation 1 MTTR 1 công cụ bảo mật API 1 bảo mật API 1 công cụ sca 1 DevOps 1 ci-cd 1 code remediation 1 AI agents 1 BlackDuck 1 Bảo mật mã nguồn mở 1 OWASP MAESTRO 1 agentic AI 1 threat modelling 1 Cloud Security Alliance 1 Latam 1 Iberia 1 Microsoft 1 Đầu tư 1 Hạ tầng đám mây 1 Nền Tảng Bảo Mật 1 khởi nghiệp 1 wise guys 1 tăng tốc 1 Tự động khắc phục 1 dast 1 kiểm tra bảo mật 1 lựa chọn thay thế cho SentinelOne 1 lựa chọn thay thế Snyk 1 lựa chọn thay thế cho sysdig 1 DORA 1 ISO 27001 1 NIST SP 800-53 1 Khung tuân thủ 1 Tư Thế Bảo Mật 1 lựa chọn thay thế aikido 1 autonomous security 1 pentest tools 1 bas 1 ptaas 1 vulnerability reachability 1
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Ready to validate what matters?

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SAMPLE HANDOVER · ILLUSTRATIVE

Sample evidence handover

A trimmed view of what your team receives at the end of an AI Swarm Pentest engagement. Real engagements include full technical evidence, executive narrative, and a remediation plan.

VALIDATED FINDING Evidence attached

Server-Side Request Forgery in webhooks/receiver

demo-project/sample-app · src/webhooks/receiver.py:42

SeverityHigh CVSS 3.18.6 Priority79 Confirmedvia replay

Untrusted caller-supplied URLs reach an internal egress without an allowlist. Replayed in a sandbox against a fresh authorised target — the same control was validated to fail twice.

REVIEWER-READY REMEDIATION Merge-ready PR

Validate the target URL against an allowlist of permitted hostnames. Reject private/internal IP ranges. Enforce HTTPS only.

plexicus/remediation/webhooks-ssrf 3 changed · 0 new files
42resp = requests.get(target_url)
42+if not is_allowed_host(target_url):
43+  raise WebhookRejected(target_url)
44+resp = requests.get(target_url, timeout=5)
Every engagement hands over:
  • Executive briefing
  • Validated findings list
  • Merge-ready PRs
  • Compliance mapping (NIS2 · DORA · CRA)