Python Hub Weekly Digest for 2025-12-14https: pythonhub.dev digest 2025-12-14

   Tacopy - Tail Call Optimization for Pythonhttps: github.com raaidrt tacopy

   PyTogether: Collaborative lightweight real-time Python IDE for teachers learnershttps: github.com SJRiz pytogether

   Context Data Platform for Self-learning AgentsOne Place for Agents to Store, Observe, and Learn. Designed to simplify context engineering, improve agent reliability and task success rates.https: github.com memodb-io Acontext

   Stop Hardcoding Everything: Use Dependency InjectionThe video explains Dependency Injection (DI) in Python with a practical data pipeline example, showing how DI improves code flexibility, testability, and separation of concerns by injecting dependencies like loaders, transformers, and exporters...

   python-injectionFast and easy dependency injection framework.https: github.com 100nm python-injection

   Can Google's ADK Replace LangChain and MCP?Christina Lin (Google) demos Agent Development Kit (ADK), open-source Python framework for agentic pipelines: assemble LLMs tools (via MCP servers function calling) prompts for complex workflows like version control or Friday night bookings, with...

   Django 6.0 releasedDjango 6.0 introduces major new features: built-in support for template partials (for cleaner, reusable templates), a native background-task framework, a built-in Content Security Policy (CSP) system, and a more modern, Unicode-friendly email API. This release marks the end of...

   vllm-omniA framework for efficient model inference with omni-modality models.https: github.com vllm-project vllm-omni

   Modernising Django Packages Without Breaking EverythingTo successfully modernize a mature Django package without breaking user code, the maintainer should phase in new tools to consolidate configuration into a single pyproject.toml file. Key strategies involve streamlining the developer experience...

   Can LLMs give us AGI if they are bad at arithmetic?Wes McKinney's post questions whether large language models (LLMs) can achieve artificial general intelligence (AGI) given their persistent struggles with basic arithmetic tasks like adding single-digit numbers, even in top models. Through...

   OnlymapsA Python micro-ORM.https: github.com manoss96 onlymaps

   Is the 79-character limit still in actual (with modern displays)?https: www.reddit.com r Python comments 1pejhny is the 79character limit still in actual with

   anthropics claude-quickstartsA collection of projects designed to help developers quickly get started with building deployable applications using the Claude APIhttps: github.com anthropics claude-quickstarts

   runpromptTiny script to run .prompt files.https: github.com chr15m runprompt

   A first look at Django's new background tasksDjango 6.0 introduces django.tasks, a lightweight framework for defining and enqueuing background tasks via a standard API, but lacks built-in workers requiring external infrastructure like custom database-backed backends. The article builds a demo...

   Improve Query Performance Using Python Django QuerySetsThe post shows how efficient Django QuerySet usage can significantly improve database performance, reduce latency, and create faster applications. It explains that writing better queries leads to more stable, scalable, and cost-effective Django...

   Keras HyperParameters TuningThis is an example i provided on the Keras ecosystem.https: keras.io examples structured data class with grn and vsn with hyperparameters tuning

   AI infrastructure in the "Era of experience"The article analyzes AI infrastructure needs in the "Era of Experience," where RL-trained models interact with proprietary environments, using GRPO for efficient policy optimization and LoRA adapters to enable low-cost training...

   trustedsec social-engineer-toolkitThe Social-Engineer Toolkit (SET) repository from TrustedSec - All new versions of SET will be deployed here.https: github.com trustedsec social-engineer-toolkit