Anthropic Performance Team Take-Home for Dummies

The article breaks down the Anthropic take-home interview into simple steps and clear examples, showing how to solve the prompt efficiently while explaining the reasoning behind each choice. It offers practical advice on common pitfalls, scoring criteria, time management, and how to structure your responses to perform well in the assessment.

https://www.ikot.blog/anthropic-take-home-for-dummies

Build wiki from codebases that automatically update itself

Markdown documentation with Mermaid diagrams from codebases that always stay fresh.

https://cocoindex.io/examples-v1/multi-codebase-summarization

pointblank

Data validation toolkit for assessing and monitoring data quality.

https://github.com/posit-dev/pointblank

Metaxy

Pluggable sample-level metadata versioning for incremental multimodal pipelines.

https://github.com/anam-org/metaxy

Python: introducing icu4py, bindings to the Unicode ICU library

Adam Johnson announces icu4py, a new Python package that provides Python-friendly bindings to the ICU4C Unicode library, enabling locale-aware text boundary analysis and message formatting in Python. The post highlights how icu4py exposes ICU features like word/sentence breaking and plural-aware formatting, and discusses future potential for broader ICU support in Python.

https://adamj.eu/tech/2026/02/09/python-introducing-icu4py/

dj-urls-panel

Visualize Django URL routing inside the Django Admin, including patterns, views, namespaces, and conflicts.

https://github.com/yassi/dj-urls-panel

AstrBotDevs / AstrBot

Agentic IM Chatbot infrastructure that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨

https://github.com/AstrBotDevs/AstrBot

How to use overloaded signatures in Python?

Sometimes a function takes multiple arguments of different types, and the return type depends on specific combinations of inputs. It’s often easy to understand by reading code, but how do you tell the type checker that this is the case? This is where the @overload decorator from the typing module comes handy.

https://borutzki.github.io/2026/02/07/how-to-use-overloaded-signatures-in-python.html

quip-protocol

This project implements a quantum blockchain using quantum annealing for proof-of-work consensus. It features competitive mining between quantum computers (QPU) and classical simulated annealing (SA) with a dynamic difficulty adjustment mechanism.

https://github.com/QuipNetwork/quip-protocol

Building a FOSS live streaming camera

The author walks through designing and building an open source live streaming camera using a Raspberry Pi and camera module, aiming for low-latency HDMI output suitable for event livestreams instead of consumer cameras. They discuss hardware selection (Pi 4B, HQ camera, lenses), software using picamera2, HDMI output and potential future improvements like custom PCBs and enclosures.

https://blog.brixit.nl/building-a-custom-live-streaming-camera/

CinderX

CinderX is a Python extension that improves the performance of the Python runtime.

https://github.com/facebookincubator/cinderx

Use your Claude Max subscription as an API with CLIProxyAPI

The post explains how to use CLIProxyAPI, a local proxy that takes your Claude Max subscription’s OAuth token and exposes it as an OpenAI-compatible API endpoint so you can use your subscription in tools that expect standard API keys. It covers setup steps, installation, and how this lets you avoid paying for separate API access while working with models like Claude Opus and Sonnet throu...

https://rogs.me/2026/02/use-your-claude-max-subscription-as-an-api-with-cliproxyapi/

sift-kg

Turn any collection of documents into a knowledge graph. Extract entities and relationships via LLM, deduplicate with your approval, and explore the result in your browser — all from the CLI.

https://github.com/juanceresa/sift-kg

CQRS in Python: Clean Reads, Clean Writes

When your FastAPI list endpoint starts pulling full documents just to compute derived fields, it’s usually a sign your read and write models are drifting apart. This video demonstrates how to refactor a tickets API (FastAPI + MongoDB) using CQRS, explain projections and eventual consistency, and show when this architecture is worth the added complexity, and when it’s not.

https://www.youtube.com/watch?v=Spp-uzXzzdE

light weight MCP for code indexing that just works

A super light-weight, effective embedded MCP that understand and searches your codebase that just works!Instant token saving by 70% and improves speed. No API Key, completely free.

https://github.com/cocoindex-io/cocoindex-code

Type-based alias analysis in the Toy Optimizer

The post explains the basics of Type Based Alias Analysis (TBAA), a compiler optimization that uses type information to determine whether different memory accesses can alias, enabling more aggressive optimization. It walks through a simple “toy” example to make the concept concrete and shows how TBAA improves generated code by removing unnecessary load and store barriers.

https://bernsteinbear.com/blog/toy-tbaa/