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Best Practices

Defense-in-depth for a modern cloud-native application stack

Log4Shell and the XZ backdoor were caught two different ways — one by patching, one by a developer noticing 500ms of extra SSH latency. Neither alone is a strategy.

Jul 8, 20266 min read
Best Practices

Data loss prevention for developers: stopping leaks before they hit the network

CWE-532 covers secrets logged in plaintext — the exact bug that led Twitter to reset every password on May 3, 2018. Network DLP can't catch it; your code has to.

Jul 8, 20267 min read
Best Practices

The code-to-cloud AppSec checklist: unifying code, dependency, container, and config security

Log4Shell and the XZ Utils backdoor both proved the same thing: a flaw in one layer is only as contained as your weakest disconnected tool.

Jul 8, 20267 min read
Best Practices

Running Capture the Flag exercises for internal security training

DEF CON CTF has run since 1996, yet most engineering orgs still train security awareness with slide decks instead of the format that actually built the industry.

Jul 8, 20267 min read
Best Practices

A Step-by-Step Methodology for Mapping and Prioritizing Attack Surface

CVE-2023-34362 sat in one internet-facing file-transfer server and still produced thousands of downstream breaches — attack surface mapping is what catches that server before Cl0p does.

Jul 8, 20267 min read
Best Practices

The Complete Guide to Dependency Lifecycle Management

Dependencies are not static. They are born, maintained, deprecated, and abandoned. Here is how to manage the full lifecycle of your software dependencies.

Jul 6, 20267 min read
Best Practices

6 free GitHub security settings every maintainer should e...

GitHub Advanced Security costs per committer, but six free GitHub repository security settings — from 2FA to secret scanning — already stop most real-world supply chain attacks.

Jul 1, 20267 min read
Best Practices

Reducing false positives in security scanning

Most security scan findings never warrant action. Here's why scanners over-alert, what it costs teams, how Aikido's consolidation approach compares, and what actually cuts false positives.

May 4, 20267 min read
Best Practices

What is AI-native SAST vs AI-augmented SAST?

AI SAST isn't one thing. Aikido bolts AI onto a rule-based Semgrep fork; AI-native tools use AI as the detection engine itself. Here's the real difference.

May 3, 20269 min read

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