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Best Practices

How AI pentesting works and where it fits alongside SAST/...

AI pentesting explained: how autonomous agents test live apps, how it differs from SAST/DAST and Aikido's bolt-on approach, and where Safeguard fits in.

May 2, 20268 min read
Best Practices

Vulnerability Management Dashboard Blueprint 2026

A 2026 blueprint for vulnerability management dashboards: which metrics belong on executive, manager, and engineer views, and how to avoid the common failure modes.

Apr 28, 20266 min read
Best Practices

Enterprise Rails Security Audit: 2025 Field Notes

After 14 Rails audits in the last 12 months, the same eight issues kept surfacing. Here's the 2025 field checklist for Rails 7.2 and 8.0 enterprise apps.

Apr 27, 20265 min read
Best Practices

How to Compare SCA Offerings Before Buying in 2026

A buyer's framework for evaluating SCA products in 2026: what to test, what to ignore in vendor pitches, and how to size the operational cost honestly.

Apr 25, 20266 min read
Best Practices

API Gateway Security Baseline for 2026

A practical security baseline for API gateways in 2026, covering authentication, rate limiting, schema validation, observability, and the operational habits that keep gateways trustworthy.

Apr 22, 20265 min read
Best Practices

Stopping Risky Dependencies At PR Time, Not Production

Catching risky dependencies after they reach production is expensive. PR-time policy gates stop them at the cheapest moment, with the right context and reviewer attention.

Apr 13, 20267 min read
Best Practices

Bounty Program Scoping for Dependencies

How to scope a bug bounty program when most of your attack surface lives in third-party dependencies — with guidance on payouts, triage, and upstream coordination.

Apr 12, 20268 min read
Best Practices

Vendor Questionnaire Fatigue And How To End It

Security questionnaires have ballooned into 400-row spreadsheets that nobody reads carefully. Here is how to replace the ritual with evidence ingestion that actually changes vendor risk decisions.

Apr 12, 20267 min read
Best Practices

You Cannot Secure What You Cannot See: Asset Discovery

Most breaches start with an asset nobody remembered owning. Continuous asset discovery is the foundation that every other control depends on.

Apr 12, 20267 min read
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