Giorgio Demarchi @0x_GD
Building the AI Security Engineer @almanaxai, prev. ML @MIT linkedin.com/in/giorgio-dem… NYC Joined March 2020-
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Cute visualization of a transformer bbycroft.net/llm
Yesterday was @0x_GD’s 1st year anniversary at @AlmanaxAI! Crazy to look back at where we were a year ago and see how much progress we made. Giorgio was the first person to join us full time. At the time we could just scan a single file, and we only started opening the beta in…
My early notes on GPT-5 - Very slow as of now - Great at parallel tool calling: finally! - Cost and latency are less predictable, which I don't like - Still immature: hallucinates structured outputs. This should be fixed soon - Verbosity feature is great!
We started working with the team at @getaxal to secure their trusted execution environment (TEE). Axal streamlines earning yield on digital assets. Their product diversifies funds across top DeFi protocols, monitors risk metrics, and rebalances as conditions change. In under…
Too good
We shipped auto-patching for the security flaws found by Almanax. Come try it out!
We shipped auto-patching for the security flaws found by Almanax. Come try it out!
New feature!
Thursday means @AlmanaxAI at @SolanaSkyline
testing slack agents. @0x_GD is a tough boss
Great post on the pitfalls of LLM benchmarking ddkang.substack.com/p/ai-agent-ben…
We’ve been supporting the @base ecosystem since the beginning of the year and we’re now live as a security service provider! Almanax is an AI Security Engineer that detects complex security vulnerabilities every time companies push new code. To do that, we use state-of-the-art…
I see a lot of people make the same mistakes building agents. So we shared a few of the principles we use cognition.ai/blog/dont-buil…
A few weeks ago, a critical supply chain attack compromised five versions of the popular JavaScript library xrpl.js, introducing a backdoor that silently exfiltrates private keys. Almanax flagged this threat, helping teams detect malicious code changes and prevent catastrophic…

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