Syd
Air-gapped cybersecurity assistant for security professionals. 100% offline AI-powered analysis tool for Nmap, Volatility, BloodHound, Metasploit, YARA, and more. Built for environments where cloud AI isn't available.
https://gitlab.com/sydsec1/Syd
Air-gapped cybersecurity assistant for security professionals. 100% offline AI-powered analysis tool for Nmap, Volatility, BloodHound, Metasploit, YARA, and more. Built for environments where cloud AI isn't available.
https://gitlab.com/sydsec1/Syd
GitLab
Sydsec / Syd · GitLab
Air-gapped cybersecurity assistant for security professionals. 100% offline AI-powered analysis tool for Nmap, Volatility, BloodHound, Metasploit, YARA, and more. Built for environments where cloud AI isn't available.
The Lazy Loading Pattern: How to Make Python Programs Feel Instant
This video provides a deep dive into the Lazy Loading pattern in Python, demonstrating how it immediately improves application responsiveness by delaying initialization until required. It teaches practical techniques for implementation, including using generators, caching, and background preloading to optimize performance, memory, and code design.
https://www.youtube.com/watch?v=ENnDxEOAKKc
This video provides a deep dive into the Lazy Loading pattern in Python, demonstrating how it immediately improves application responsiveness by delaying initialization until required. It teaches practical techniques for implementation, including using generators, caching, and background preloading to optimize performance, memory, and code design.
https://www.youtube.com/watch?v=ENnDxEOAKKc
YouTube
The Lazy Loading Pattern: How to Make Python Programs Feel Instant
💡 Learn how to design great software in 7 steps: https://arjan.codes/designguide.
In this video, I dive deep into the **Lazy Loading pattern,** one of the simplest and most effective ways to make Python applications feel instantly responsive. I start with…
In this video, I dive deep into the **Lazy Loading pattern,** one of the simplest and most effective ways to make Python applications feel instantly responsive. I start with…
Benchmarking Vulnerability of Agent-Generated Code in Real-World Tasks
The paper introduces a benchmark called SUSVIBES to test whether vibe-coded outputs are safe to deploy in real software projects. It finds that while many AI-generated solutions work functionally, the vast majority are insecure, raising serious concerns for production use.
https://arxiv.org/pdf/2512.03262
The paper introduces a benchmark called SUSVIBES to test whether vibe-coded outputs are safe to deploy in real software projects. It finds that while many AI-generated solutions work functionally, the vast majority are insecure, raising serious concerns for production use.
https://arxiv.org/pdf/2512.03262
Sloppylint
Python AI Slop Detector - Find over-engineering, hallucinations, and dead code in Python codebases.
https://github.com/rsionnach/sloppylint
Python AI Slop Detector - Find over-engineering, hallucinations, and dead code in Python codebases.
https://github.com/rsionnach/sloppylint
GitHub
GitHub - rsionnach/sloppylint: Python AI Slop Detector - Find over-engineering, hallucinations, and dead code in Python codebases
Python AI Slop Detector - Find over-engineering, hallucinations, and dead code in Python codebases - rsionnach/sloppylint
Django: implement HTTP basic authentication
Previously, we covered bearer authentication within HTTP’s general authentication framework. In this post, we’ll implement basic authentication, where the client provides a username and password.
https://adamj.eu/tech/2025/12/08/django-basic-authentication/
Previously, we covered bearer authentication within HTTP’s general authentication framework. In this post, we’ll implement basic authentication, where the client provides a username and password.
https://adamj.eu/tech/2025/12/08/django-basic-authentication/
adamj.eu
Django: implement HTTP basic authentication - Adam Johnson
Previously, we covered bearer authentication within HTTP’s general authentication framework. In this post, we’ll implement basic authentication, where the client provides a username and password.
Python SDK – forecasting with foundation time-series and tabular models
https://github.com/S-FM/faim-python-client
https://github.com/S-FM/faim-python-client
GitHub
GitHub - S-FM/faim-python-client: Python sdk for zero-shot time-series forecasting
Python sdk for zero-shot time-series forecasting. Contribute to S-FM/faim-python-client development by creating an account on GitHub.
Quick Docker Tutorial to Run a Python Script
This tutorial introduces Docker basics for running Python scripts in containers, prioritizing hands-on practice over theory. It covers Docker concepts, CLI commands, image management, bind mounts for scripts, and Dockerfile creation with dependencies like requirements.txt.?
https://en.andros.dev/blog/5d4edfbf/quick-docker-tutorial-to-run-a-python-script/
This tutorial introduces Docker basics for running Python scripts in containers, prioritizing hands-on practice over theory. It covers Docker concepts, CLI commands, image management, bind mounts for scripts, and Dockerfile creation with dependencies like requirements.txt.?
https://en.andros.dev/blog/5d4edfbf/quick-docker-tutorial-to-run-a-python-script/
en.andros.dev
Quick Docker Tutorial to Run a Python Script | Andros Fenollosa
You're facing a first starting point to learn Docker from scratch where practice takes priority over theory. The objective of this article is NOT to t
metacode
The standard language for machine-readable code comments.
https://github.com/pomponchik/metacode
The standard language for machine-readable code comments.
https://github.com/pomponchik/metacode
GitHub
GitHub - pomponchik/metacode: A standard language for machine-readable code comments
A standard language for machine-readable code comments - pomponchik/metacode
Deprecations via warnings don't work for Python libraries
https://sethmlarson.dev/deprecations-via-warnings-dont-work-for-python-libraries
https://sethmlarson.dev/deprecations-via-warnings-dont-work-for-python-libraries
sethmlarson.dev
Deprecations via warnings don’t work for Python libraries
Last week urllib3 v2.6.0 was released which contained removals for
several APIs that we've known were problematic since 2019 and
have been deprecated since 2022. The deprecations
were marked in the...
several APIs that we've known were problematic since 2019 and
have been deprecated since 2022. The deprecations
were marked in the...
FastPython
This is the official GitHub repository for FastPython. FastPython is a project dedicated to improving Python’s performance through practical, drop-in code patterns and optimization techniques. The goa
https://github.com/tomtyiu/fastPython
This is the official GitHub repository for FastPython. FastPython is a project dedicated to improving Python’s performance through practical, drop-in code patterns and optimization techniques. The goa
https://github.com/tomtyiu/fastPython
GitHub
GitHub - tomtyiu/fasterPython: Faster Python for AI and Python
Faster Python for AI and Python. Contribute to tomtyiu/fasterPython development by creating an account on GitHub.
context-async-sqlalchemy
This library greatly simplifies integrating async sqlalchemy into any ASGI application. It handles engine and session lifecycle management. It provides a bunch of useful utilities to make it easy and quick for developers to write applications, but it also doesn't limit them.
https://github.com/krylosov-aa/context-async-sqlalchemy
This library greatly simplifies integrating async sqlalchemy into any ASGI application. It handles engine and session lifecycle management. It provides a bunch of useful utilities to make it easy and quick for developers to write applications, but it also doesn't limit them.
https://github.com/krylosov-aa/context-async-sqlalchemy
GitHub
GitHub - krylosov-aa/context-async-sqlalchemy: A convenient way to configure and work with an async SQLAlchemy session through…
A convenient way to configure and work with an async SQLAlchemy session through context in asynchronous applications - krylosov-aa/context-async-sqlalchemy
OpenBMB / VoxCPM
VoxCPM: Tokenizer-Free TTS for Context-Aware Speech Generation and True-to-Life Voice Cloning
https://github.com/OpenBMB/VoxCPM
VoxCPM: Tokenizer-Free TTS for Context-Aware Speech Generation and True-to-Life Voice Cloning
https://github.com/OpenBMB/VoxCPM
GitHub
GitHub - OpenBMB/VoxCPM: VoxCPM: Tokenizer-Free TTS for Context-Aware Speech Generation and True-to-Life Voice Cloning
VoxCPM: Tokenizer-Free TTS for Context-Aware Speech Generation and True-to-Life Voice Cloning - OpenBMB/VoxCPM
MemMachine
Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.
https://github.com/MemMachine/MemMachine
Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.
https://github.com/MemMachine/MemMachine
GitHub
GitHub - MemMachine/MemMachine: Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory…
Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems...
What's stopping us from having full static validation of Python code?
https://www.reddit.com/r/Python/comments/1ps7gs4/whats_stopping_us_from_having_full_static/
https://www.reddit.com/r/Python/comments/1ps7gs4/whats_stopping_us_from_having_full_static/
Reddit
From the Python community on Reddit: What's stopping us from having full static validation of Python code?
Explore this post and more from the Python community
psp (Python Scaffolding Projects)
psp is a blazing fast command line utility to scaffold your Python project, written in Rust.
https://github.com/MatteoGuadrini/psp
psp is a blazing fast command line utility to scaffold your Python project, written in Rust.
https://github.com/MatteoGuadrini/psp
GitHub
GitHub - MatteoGuadrini/psp: psp (Python Scaffolding Projects)
psp (Python Scaffolding Projects). Contribute to MatteoGuadrini/psp development by creating an account on GitHub.