Incidents where API keys are leaked due to code written by developers, leading to cloud bankruptcy, are endless. When requesting code reviews from LLMs, cases where confidential credentials or unverif ...

Even though you intended to change an environment variable, the process running in Python reads the previous value. In such cases, you might be tempted to repeatedly ask the AI to fix the code. Before ...

For this incident, investigate a .sckit executable launched by the agent gateway or by Python logging initialization, and correlate its outbound activity with the responsible workflow step. The ...

In this tutorial, we build an end-to-end NVIDIA NeMo AutoModel workflow in Google Colab and use a single GPU to explore the same configuration-driven training architecture that scales to distributed ...

This cookbook walks through an end-to-end AI-assisted database change workflow using the OpenAI Agents SDK. It demonstrates how OpenAI’s tooling ecosystem can be applied to orchestrate complex, ...

Software systems control many key parts of society, including government agencies, medical services, utilities, and national defense infrastructure. Protecting these systems, however, is challenging ...

A supply-chain compromise hit the widely used Python package LiteLLM on PyPI. Malicious releases 1.82.7 and 1.82.8 delivered a three-stage payload designed to steal cloud credentials, SSH keys, and ...

Supply chain attacks tend to expand quickly once an attacker gains a foothold. In this case, a compromised token and CI misconfiguration in Trivy led to a broader campaign spanning multiple ecosystems ...

Представьте, что вы можете подставлять данные в строки и при этом точно знать, что именно туда попадет, причем еще до того, как строка станет таковой. И чтобы все было под контролем: можно было ...

Server-Side Template Injection (SSTI) vulnerabilities refer to weaknesses in web applications which attackers can exploit to inject malicious code into server-side templates. This allows them to ...