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The upgrade trap: when upgrading is the wrong answer to a CVE
Upgrading to fix a CVE sounds straightforward. But the patched version often breaks your app, hasn't shipped yet, or doesn't exist. Here's why, and what actually works.
What is AI harness engineering?
Harness engineering is the code around an AI model that turns it into an agent. What a harness does, why it beats picking a model, and how to build one.
Who was behind the attack? Possibly nobody
Three summer disclosures documented AI agents attacking real organizations with no human intent in the chain. Incident response has no box for this yet.
Four incident-response decisions from the Hugging Face breach
Recon, stolen credentials, hidden C2, and rebuild-or-patch. Four Hugging Face breach decisions that show whether you can catch an attack in progress.
Better generic secrets detection starts with finding non-secrets
Some API keys are meant to be public. Betterleaks now removes them from generic secret findings, dropping thousands of false positives per scan.
SQL injection isn't dead
The fix for SQL injection is decades old and still works. So why did WordPress core just need an emergency patch for one? The data, and how to defend against it.
The upgrade trap: when upgrading is the wrong answer to a CVE
Upgrading to fix a CVE sounds straightforward. But the patched version often breaks your app, hasn't shipped yet, or doesn't exist. Here's why, and what actually works.
How to maintain code quality standards with AI code and vibe coding
Vibe coding ships features fast and leaves review debt behind. See how benchmarked, per-rule code quality checks give teams one consistent answer across PRs and repos.
And another one. GitHub ships break-glass credential revocation
Break-glass credential revocation is live on GitHub Enterprise. The Trivy and Microsoft durabletask repeats show why fast, complete revocation was needed..
npm now freezes high-impact accounts after risky account changes
A look at npm's new 72-hour account freeze, what triggers it, what it blocks, and how it works alongside trusted and staged publishing.
Everybody's shipping code they can't read
With AI, everyone's a developer now, and a lot of code gets shipped without a careful review from trained eyes.
Vulnerabilities & Threats
Cut through the noise with real-world CVE breakdowns, malware analysis, exploits, and emerging risks.
Customer Stories
See how teams like yours are using Aikido to simplify security and ship with confidence.
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