tensorlake

Tensorlake is a Document Ingestion API and a serverless platform for building data processing and orchestration APIs

https://github.com/tensorlakeai/tensorlake

Anatomy of a Python Loop

Learn Python loops the fun way by rolling dice, casting fireballs, and finally understanding what continue really does.

https://orencodes.io/anatomy-of-a-python-loop/

How to Spot (and Fix) 5 Common Performance Bottlenecks in pandas Workflows

This post walks through five common pandas bottlenecks, how to recognize them, and some workarounds you can try on CPU with a few tweaks to your code plus a GPU-powered drop-in accelerator, cudf.pandas, that delivers order-of-magnitude speedups with no code changes.

https://developer.nvidia.com/blog/how-to-spot-and-fix-5-common-performance-bottlenecks-in-pandas-workflows/

AsyncFlow

Digital twin for async backends: build topologies, simulate traffic, and get per-server and full system latency/throughput insights.

https://github.com/AsyncFlow-Sim/AsyncFlow

Customize your IPython shell in Docker

You can heavily customize your IPython shell experience when using it inside Docker or in a Docker Compose project. Without your personal preferences annoying your teammates!

https://frankwiles.com/posts/customize-ipython-docker/

fenic

Build reliable AI and agentic applications with DataFrames.

https://github.com/typedef-ai/fenic

oraios / serena

A powerful coding agent toolkit providing semantic retrieval and editing capabilities (MCP server & Agno integration)

https://github.com/oraios/serena

VibeVoice

A Frontier Long Conversational Text-to-Speech Model.

https://github.com/microsoft/VibeVoice

terminal-bench

A benchmark for LLMs on complicated tasks in the terminal.

https://github.com/laude-institute/terminal-bench

Build a Coding Agent from Scratch: The Complete Python Tutorial

The tutorial walks through building a baby version of the Claude Code AI coding agent from scratch in Python, covering creating a reasoning brain, instructions, tools, and memory with a ReAct loop for interactive coding tasks. It also progresses to adding safe code execution, sandboxing, and context management to handle large codebases, enabling the agent to write, test, debug, and itera...

https://www.siddharthbharath.com/build-a-coding-agent-python-tutorial/

From Zero to GPU

A Guide to Building and Scaling Production-Ready CUDA Kernels

https://huggingface.co/blog/kernel-builder

A Python CLI for Verifying Assembly

This post describes Python CLI tool for verifying assembly programs using symbolic execution with Ghidra pcode semantics. It highlights novel features like embedding formal specifications directly into assembly through macros, handling invariants via control flow graph cuts, and providing detailed verification and countermodel feedback to ensure correctness of assembly code.

https://www.philipzucker.com/asm_verify3/

laramies / theHarvester

E-mails, subdomains and names Harvester - OSINT

https://github.com/laramies/theHarvester

AsyncIO - Complete Guide to Asynchronous Programming with Animations

The video teaches how to write asynchronous code in Python using AsyncIO with async/await syntax. It covers core concepts like coroutines, tasks, and the event loop, shows how to convert synchronous code to async, and demonstrates performance benefits using real-world examples and animations.

https://www.youtube.com/watch?v=oAkLSJNr5zY

monkeSearch

Fully local, temporally aware natural language file search on your pc! even without a GPU. find relevant files using natural language in less than 1 second.

https://github.com/monkesearch/monkeSearch

We Needed Better Cloud Storage for Python so We Built Obstore

Obstore is a fast, lightweight Python library for working with object storage—backed by Rust and built for clarity, speed, and interoperability. It’s already being used across cloud-native geospatial tools and supports common workflows out of the box.

https://developmentseed.org/blog/2025-08-01-obstore/

Preventing Domain Resurrection Attacks

PyPI has implemented new security measures to prevent domain resurrection attacks, where expired domains are re-registered by attackers to hijack accounts via password resets. Since June 2025, PyPI has unverified over 1,800 email addresses tied to expiring domains, blocking these addresses from being used for account recovery and enhancing account security.

https://blog.pypi.org/posts/2025-08-18-preventing-domain-resurrections/

MCPMark

MCP Servers are shaping the future of software. MCPMark is a comprehensive, stress-testing benchmark and a collection of diverse, verifiable tasks designed to evaluate model capabilities in real-world MCP use.

https://github.com/eval-sys/mcpmark

Pro-Tip – Sometimes LFU > LRU

This article discusses how AI/web crawlers create excessive sessions that push legitimate user sessions out of cache, degrading user experience on sites like e-commerce platforms. It suggests configuring Redis with an LFU (Least Frequently Used) eviction policy, rather than the common LRU (Least Recently Used), to preferentially keep frequently used sessions (like those of real users) wh...

https://www.revsys.com/tidbits/sometimes-lfu-lru/