update

nocomplexity · nocomplexity · commit 164932475527 · 2026-03-05T15:52:41.000+01:00
diff --git a/security/pip_audit.md b/security/pip_audit.md
@@ -1,4 +1,4 @@
-# pip-audit: Checking a Python Environment 
+# pip-audit: Python Environment Validation
 
 An essential tool to assess your environment for known vulnerable dependencies is vital. A practical Python specific tool for this purpose is `pip-audit`.
 
@@ -11,7 +11,7 @@ An essential tool to assess your environment for known vulnerable dependencies i
 
 ## What pip-audit Does — and Does Not Do
 
-`pip-audit` analyses dependency trees, not source code. It identifies known vulnerabilities in package versions, but it does not perform static code analysis and does not examine your application logic.
+`pip-audit` analyses **dependency trees**, not source code. It identifies known vulnerabilities in package versions, but it does not perform static code analysis and does not examine your application logic. 
 
 It is important to understand its limitations:
 
@@ -68,7 +68,6 @@ pip-audit -r requirements.txt
 
 This checks the resolved dependency set similarly to installing the requirements, but in an isolated context to minimise conflicts with your current environment.
 
----
 
 ## Using pip-audit in Security Testing
 
@@ -86,4 +85,4 @@ It is best combined with:
 * Software composition analysis (SCA) processes
 * Regular dependency updates
 
-In short, `pip-audit` helps you identify *known* risks in your dependency tree, but it should be part of a broader, defence-in-depth security testing strategy rather than relied upon as a single line of defence.
+`pip-audit` helps to identify *known* risks in your dependency tree, but it should be part of a broader, defence-in-depth security testing strategy rather than relied upon as a single line of defence.
diff --git a/security/tools.md b/security/tools.md
@@ -1,20 +1,29 @@
 # Python Security Tools
 
-Some tools are essential for enhancing or validating specific aspects of Python security.
+Some security tools are essential for enhancing or validating specific aspects of Python security.
 
-When identifying Python-specific vulnerabilities, it is vital to account for the language's unique characteristics. Python-specific security tools often differ fundamentally from generic solutions designed to analyse multiple languages like C, C++, or Java.
+When identifying Python-specific vulnerabilities, it is vital to account for the language's unique characteristics. **Python-specific security tools** differ fundamentally from generic solutions designed to analyse multiple languages like C, C++, or Java.
 
 General-purpose cybersecurity tools frequently overlook Python-specific vulnerabilities because they fail to account for the language’s distinct syntax, semantics, and constructs.
 
-:::{admonition} Distrust suites claim that can do anything
+:::{admonition} Distrust suites claim that can do anything!
 :class: tip
 A “holy grail” tool that integrates every necessary function does not exist.
 
-AI-powered tools leveraging Large Language Models (LLMs) should not be trusted blindly.
+AI-powered tools leveraging Large Language Models (LLMs) should not be trusted blindly for security.
 :::
 
 
 Furthermore, maintaining a tool is generally more manageable when its functionality is clearly defined and capped. Without these limits, maintenance often falls behind, and the security tool itself can become a liability—or even a threat—to the codebase it is meant to protect.
 
+
+It is practically impossible to provide an exhaustive overview of every specific Python security tool. From a cybersecurity perspective, Python applications represent just one facet of a much broader landscape. However, **Python plays a pivotal role in modern computing**: it powers some of the world’s largest websites and serves as the primary engine for advancements in Artificial Intelligence and Machine Learning.
+
+Consequently, every security engineer should possess a solid understanding of the specific threats and mitigation measures required to secure Python-based applications.
+
+For a comprehensive overview of Free and Open-Source Software (FOSS) security tools categorized by their role in the security management process, the [Open Security Reference Architecture (OSRA)](https://nocomplexity.com/documents/securityarchitecture/introduction.html#)—specifically the section on [FOSS solutions](https://nocomplexity.com/documents/securitysolutions/intro.html) —is an excellent resource.
+
+
+
 ```{tableofcontents}
 ```
