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# Get security done: streamlining application security with Aikido

Tired of the endless dependabot doom scroll? Learn how to cut security alert noise by 85% and empower developers to focus on shipping code, not triage.

- **Speakers:** [Mia Neethling](https://www.wearedevelopers.com/@mia-neethling)
- **Event:** World Congress 2025
- **Published:** August 20, 2025
- **Duration:** 8:27
- **URL:** https://www.wearedevelopers.com/videos/1638-get-security-done-streamlining-application-security-with-aikido

## Summary

Application security often traps developers in an endless "dependabot doom scroll," forcing them to wade through raw vulnerabilities and false positives instead of actually shipping products. To resolve the friction between isolated security monitoring and active engineering, Aikido Security provides a streamlined platform designed to make vulnerabilities human-readable and rapidly actionable. The overarching goal is a "no bs" approach that empowers developers to mitigate risks without disrupting their core building workflows.

By consolidating best-in-class security scans into a single tech-agnostic platform, Aikido bridges code, cloud, and runtime environments. Developers can authenticate via their Git credentials to instantly trigger comprehensive sweeps—including static code analysis, secrets detection, open-source dependency monitoring, malware detection, and cloud configuration checks across major providers like AWS, GCP, Azure, and DigitalOcean. With actionable results populating in under two minutes, the platform eliminates the heavy onboarding overhead typical of enterprise security suites.

The most critical barrier to security tool adoption is persistent alert fatigue, which Aikido combats by promising an 85% reduction in false positives. It achieves this noise reduction through a hybrid methodology that combines hard-coded logic—such as automatically suppressing alerts for dependencies not active in production or filtering out "won't fix" CVEs—with advanced LLM-based static code analysis and auto-triage. By aggressively filtering out irrelevant alerts, engineering teams of all sizes can focus exclusively on genuine threats and maintain high feature velocity.

**Keywords:** application security platforms, vulnerability management for developers, static code analysis, secrets detection tools, open source dependency monitoring, cloud misconfiguration scanning, malware detection, false positive reduction techniques, LLM-based code auto-triage, tech-agnostic security integration, reducing developer alert fatigue, runtime security components, AWS GCP Azure workflows, CVE mitigation strategies

## Chapters

1. **Event setup for rapid-fire startup product pitches** (00:08) — Organizing attendees with necessary audio equipment ensures a seamless experience for the quick startup presentations.
1. **Unifying application security scanning to reduce developer fatigue** (04:58) — Consolidating vulnerability and code scans into a single platform helps developers overcome alert fatigue and smoothly ship products.
1. **Decreasing false positive security alerts utilizing automated triage** (07:04) — Applying hardcoded rules and automated large language model analysis significantly lowers the noise of routine security alerts.

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