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The Road to Autonomous Security
Oct 10, 2025

The Road to Autonomous Security

A new framework for understanding how AI is reshaping security from solely manual audits to self-healing systems.

Giovanni Vignone
Giovanni Vignone
How Octane Thinks Like an Attacker
Aug 19, 2025

How Octane Thinks Like an Attacker

Our offensive AI uncovered four critical bugs in Suzaku’s code, before it ever hit mainnet.

Giovanni Vignone
Giovanni Vignone
How we turn 50,000+ bugs into 5 fixes
Aug 01, 2025

How we turn 50,000+ bugs into 5 fixes

Clustering lets Octane group vulnerabilities by root cause and prioritize what actually matters.

Giovanni Vignone
Giovanni Vignone
The $1.1M bug hiding in plain sight
Jul 17, 2025

The $1.1M bug hiding in plain sight

A simple permission check could have prevented this — here’s how.

Giovanni Vignone
Giovanni Vignone
How smart contract teams get actionable findings in < 1 week
Jul 07, 2025

How smart contract teams get actionable findings in < 1 week

A behind-the-scenes look at how Octane plugs into your repo, scans your code, and starts catching bugs, before most auditors even book a kickoff call.

Giovanni Vignone
Giovanni Vignone
The bug that silently doubled user fees and how we caught it
Jun 20, 2025

The bug that silently doubled user fees and how we caught it

A real-world example of a logic bug that looked fine in code until Octane traced the full execution path.

Giovanni Vignone
Giovanni Vignone
How teams are catching bugs before audits even start
Jun 04, 2025

How teams are catching bugs before audits even start

A real-world example of how shift-left security caught a serious Uniswap bug before launch.

Giovanni Vignone
Giovanni Vignone
Why I Dropped Out to Build Octane
May 21, 2025

Why I Dropped Out to Build Octane

Crypto security is broken. Here’s what we’re doing about it.

Giovanni Vignone
Giovanni Vignone
Giovanni Vignone in Forbes: Winklevosses Are Backing A 22-Year-Old
Apr 11, 2025

Giovanni Vignone in Forbes: Winklevosses Are Backing A 22-Year-Old

Using AI To Prevent Crypto Hacks

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