How the CIA Writes Python
The article explores the CIA's Python coding practices, including their style guide based on Google's, preferences for Python versions, and practical insights on development tools. It highlights unique aspects like using local PyPI servers, specific testing setups, and templates for CLI scripts, reflecting a blend of security considerations and pragmatic development approaches.
https://compileralchemy.substack.com/p/how-the-cia-writes-python
The article explores the CIA's Python coding practices, including their style guide based on Google's, preferences for Python versions, and practical insights on development tools. It highlights unique aspects like using local PyPI servers, specific testing setups, and templates for CLI scripts, reflecting a blend of security considerations and pragmatic development approaches.
https://compileralchemy.substack.com/p/how-the-cia-writes-python
Substack
How the CIA Writes Python
The CIA uses Python for hacking as well as utility scripts.
Debugging Python with VS Code and Sentry
Pairing VS Code and Sentry can lead to quicker resolved issues in your app. Learn how to debug your Python project with these two tools here.
https://blog.sentry.io/debugging-python-with-vs-code-and-sentry/
Pairing VS Code and Sentry can lead to quicker resolved issues in your app. Learn how to debug your Python project with these two tools here.
https://blog.sentry.io/debugging-python-with-vs-code-and-sentry/
Product Blog • Sentry
Debugging Python with VS Code and Sentry
Pairing VS Code & Sentry can lead to quicker resolved issues in your app. Learn how to debug your Python project with these two tools here.
systemd-pilot
Desktop application for managing systemd services.
https://github.com/mfat/systemd-pilot
Desktop application for managing systemd services.
https://github.com/mfat/systemd-pilot
GitHub
GitHub - mfat/systemd-pilot: Desktop application for managing systemd services
Desktop application for managing systemd services. Contribute to mfat/systemd-pilot development by creating an account on GitHub.
Building an LLM-Powered Slackbot
This article describes Benchling's development of a Slackbot powered by a Large Language Model (LLM). The LLM taps into a knowledge base stored in Amazon Bedrock, allowing developers to ask questions and receive answers directly through the familiar Slack interface.
https://benchling.engineering/building-an-llm-powered-slackbot-557a6241e993
This article describes Benchling's development of a Slackbot powered by a Large Language Model (LLM). The LLM taps into a knowledge base stored in Amazon Bedrock, allowing developers to ask questions and receive answers directly through the familiar Slack interface.
https://benchling.engineering/building-an-llm-powered-slackbot-557a6241e993
Medium
Building an LLM-Powered Slackbot
How Benchling built a Knowledge Base in Amazon Bedrock that answers common developer questions via a familiar Slack interface.
comet-ml / opik
From RAG chatbots to code assistants to complex agentic pipelines and beyond, build LLM systems that run better, faster, and cheaper with tracing, evaluations, and dashboards.
https://github.com/comet-ml/opik
From RAG chatbots to code assistants to complex agentic pipelines and beyond, build LLM systems that run better, faster, and cheaper with tracing, evaluations, and dashboards.
https://github.com/comet-ml/opik
GitHub
GitHub - comet-ml/opik: Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive…
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards. - comet-ml/opik
All your Python project in one file with shiv
Summary(This article assumes you are comfy with pip + venv. If you are not, we have articles for ...
https://www.bitecode.dev/p/all-your-python-project-in-one-file
Summary(This article assumes you are comfy with pip + venv. If you are not, we have articles for ...
https://www.bitecode.dev/p/all-your-python-project-in-one-file
www.bitecode.dev
All your Python project in one file with shiv
Now guess which typo I always do with this tool
OpenSPG / KAG
KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge bases. It can effectively overcome the shortcomings of the traditional RAG vector similarity calculation model.
https://github.com/OpenSPG/KAG
KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge bases. It can effectively overcome the shortcomings of the traditional RAG vector similarity calculation model.
https://github.com/OpenSPG/KAG
GitHub
GitHub - OpenSPG/KAG: KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used…
KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain kno...
Python: debug unraisable exceptions with Rich
Take this Python class:
class Widget:
def del(self):
1 / 0
It implements a del ...
https://adamj.eu/tech/2025/01/02/python-unraisiable-exceptions/
Take this Python class:
class Widget:
def del(self):
1 / 0
It implements a del ...
https://adamj.eu/tech/2025/01/02/python-unraisiable-exceptions/
adamj.eu
Python: debug unraisable exceptions with Rich - Adam Johnson
Take this Python class:
DrewThomasson / ebook2audiobook
Convert ebooks to audiobooks with chapters and metadata using dynamic AI models and voice cloning. Supports 1,107+ languages!
https://github.com/DrewThomasson/ebook2audiobook
Convert ebooks to audiobooks with chapters and metadata using dynamic AI models and voice cloning. Supports 1,107+ languages!
https://github.com/DrewThomasson/ebook2audiobook
GitHub
GitHub - DrewThomasson/ebook2audiobook: Generate audiobooks from e-books, voice cloning & 1107+ languages!
Generate audiobooks from e-books, voice cloning & 1107+ languages! - DrewThomasson/ebook2audiobook
Checking Python Code with GitHub Actions
When you are working on your personal or work projects in Python, you usually want to have a way to ...
https://www.blog.pythonlibrary.org/2024/12/10/checking-python-code-with-github-actions/
When you are working on your personal or work projects in Python, you usually want to have a way to ...
https://www.blog.pythonlibrary.org/2024/12/10/checking-python-code-with-github-actions/
Mouse Vs Python
Checking Python Code with GitHub Actions - Mouse Vs Python
When you are working on your personal or work projects in Python, you usually want to have a way to enforce code standards. You can use tools like Flake8,
SSH Scripting with Fabric and Python
Reading and writing files is a basic task that most software applications need to do. You will also ...
https://www.blog.pythonlibrary.org/2024/10/16/ssh-scripting-with-fabric-and-python/
Reading and writing files is a basic task that most software applications need to do. You will also ...
https://www.blog.pythonlibrary.org/2024/10/16/ssh-scripting-with-fabric-and-python/
Mouse Vs Python
SSH Scripting with Fabric and Python - Mouse Vs Python
Reading and writing files is a basic task that most software applications need to do. You will also find that you sometimes need to read and write files
Symbolic Reference and Hardware Models in Python
https://tomverbeure.github.io/2024/12/27/A-Symbolic-HW-Model-in-Python.html
https://tomverbeure.github.io/2024/12/27/A-Symbolic-HW-Model-in-Python.html
I wrote a Turing complete language / interpreter on top of Python.
https://www.reddit.com/r/Python/comments/1hnfqhi/i_wrote_a_turing_complete_language_interpreter_on/
https://www.reddit.com/r/Python/comments/1hnfqhi/i_wrote_a_turing_complete_language_interpreter_on/
Reddit
From the Python community on Reddit: I wrote a Turing complete language / interpreter on top of Python.
Explore this post and more from the Python community
Access Google Gemini LLM via OpenAI Python Library
Google Gemini now can be accessed via OpenAI python library:
from openai import ...
https://saeedesmaili.com/notes/access-google-gemini-llm-via-openai-python-library/
Google Gemini now can be accessed via OpenAI python library:
from openai import ...
https://saeedesmaili.com/notes/access-google-gemini-llm-via-openai-python-library/
Saeed Esmaili
Access Google Gemini LLM via OpenAI Python Library
Google Gemini now can be accessed via OpenAI python library:
from openai import OpenAI
client = OpenAI(
api_key="GEMINI_API_KEY",
base_url="https://generativelanguage.googleapis.com/v1beta/openai/"
)
## rest of the code as you would use openai
It…
from openai import OpenAI
client = OpenAI(
api_key="GEMINI_API_KEY",
base_url="https://generativelanguage.googleapis.com/v1beta/openai/"
)
## rest of the code as you would use openai
It…
Things we learned about LLMs in 2024
A lot has happened in the world of Large Language Models over the course of 2024. Here's a ...
https://simonwillison.net/2024/Dec/31/llms-in-2024/#atom-everything
A lot has happened in the world of Large Language Models over the course of 2024. Here's a ...
https://simonwillison.net/2024/Dec/31/llms-in-2024/#atom-everything
Simon Willison’s Weblog
Things we learned about LLMs in 2024
A lot has happened in the world of Large Language Models over the course of 2024. Here’s a review of things we figured out about the field in the past …
awslabs / multi-agent-orchestrator
Flexible and powerful framework for managing multiple AI agents and handling complex conversations
https://github.com/awslabs/multi-agent-orchestrator
Flexible and powerful framework for managing multiple AI agents and handling complex conversations
https://github.com/awslabs/multi-agent-orchestrator
GitHub
GitHub - awslabs/agent-squad: Flexible and powerful framework for managing multiple AI agents and handling complex conversations
Flexible and powerful framework for managing multiple AI agents and handling complex conversations - awslabs/agent-squad