Tagged articles

dynamic execution

6 articles · Page 1 of 1

Jun 24, 2026 · Artificial Intelligence

Turning Static AI Agent Skills into Dynamic, Testable, Iterable Workflows

This article explains how to extend a static AI Agent Skill defined in SKILL.md with a dynamic Workflows layer, add trajectory evaluation for deterministic execution, and provides concrete JavaScript examples, directory structures, anti‑patterns, and a step‑by‑step validation checklist to make Skills runnable, testable, and iteratively improvable.

AI agentsCI integrationJavaScript

0 likes · 24 min read

Turning Static AI Agent Skills into Dynamic, Testable, Iterable Workflows

Linux Kernel Journey

Sep 24, 2025 · Fundamentals

Fine-Grained GPU Code Modifications: Boosting CUDA Performance

This article explains why certain GPU performance gains require direct CUDA kernel edits and walks through fine‑grained techniques such as data‑layout restructuring, warp‑level primitives, tiled memory accesses, kernel fusion, and dynamic execution paths, backed by code examples and benchmark insights.

CUDAGPU Optimizationdynamic execution

0 likes · 12 min read

Fine-Grained GPU Code Modifications: Boosting CUDA Performance

Code Mala Tang

Jul 12, 2025 · Fundamentals

Mastering Python’s eval(): How It Works, When to Use It, and How to Stay Safe

Python’s eval() function acts as a double‑edged sword, enabling dynamic code execution by parsing, compiling, and running string‑based expressions, but it introduces security and performance risks; this article explains its inner workings, common use cases, potential dangers, and safe practices or alternatives.

Pythonbest-practicesdynamic execution

0 likes · 9 min read

Mastering Python’s eval(): How It Works, When to Use It, and How to Stay Safe

Test Development Learning Exchange

Jan 20, 2025 · Fundamentals

Understanding Python's exec() Function: Syntax, Examples, and Best Practices

This article explains Python's built‑in exec() function, covering its syntax, parameter options, practical code examples, security considerations, performance impacts, and recommended best‑practice guidelines for safely using dynamic code execution.

Pythondynamic executionexec

0 likes · 5 min read

Understanding Python's exec() Function: Syntax, Examples, and Best Practices

Python Programming Learning Circle

Jul 18, 2024 · Fundamentals

Guide to Using Python's eval() Function

This article provides a comprehensive guide to Python's eval() function, covering its syntax, parameters, execution process, differences between globals and locals, dynamic versus static execution, common use cases, security risks, and alternatives such as ast.literal_eval() and exec().

Pythoncode evaluationdynamic execution

0 likes · 15 min read

Test Development Learning Exchange

Aug 2, 2023 · Fundamentals

Dynamic Code Execution and Code Generation in Python: Techniques and Practical Scenarios

This article explains Python's dynamic code execution and code generation techniques, covering the exec function, code templates, and six practical examples such as dynamic module import, class loading, function invocation, class definition, function creation, and runtime modification of classes or functions.

PythonTemplatescode generation

0 likes · 5 min read

Dynamic Code Execution and Code Generation in Python: Techniques and Practical Scenarios