agentscope-ai / ReMe

ReMe: Memory Management Kit for Agents - Remember Me, Refine Me.

https://github.com/agentscope-ai/ReMe

Pydantic AI - Intro to Agentic AI with Pydantic AI framework

We'll look at using Pydantic AI to build agent-based workflows, starting with simple fundamentals, and building up to more complex examples that use vector databases, RAG, multi-agent workflows and more.

https://www.youtube.com/playlist?list=PL-2EBeDYMIbSWGoDzOFm33_5W_ShO-VIi

Oxyde ORM

A type-safe, Pydantic-centric asynchronous ORM with a high-performance Rust core designed for clarity, speed, and reliability.

https://github.com/mr-fatalyst/oxyde

Fixed Python autocomplete

The post suggests that heavy LSP and static analysis approaches are unnecessary for many common autocomplete scenarios. It shows a lightweight, pattern-based approach can deliver faster, more responsive suggestions without full semantic analysis.

https://matan-h.com/better-python-autocomplete

Smello

A developer tool that captures outgoing HTTP requests from your code and displays them in a local web dashboard.

https://github.com/smelloscope/smello

diffly

Utility package for comparing polars data frames.

https://github.com/Quantco/diffly

claude-howto

A visual, example-driven guide to Claude Code - from basic concepts to advanced agents, with copy-paste templates that bring immediate value.

https://github.com/luongnv89/claude-howto

How Clean Code Turns Into Overengineering

This video is about how code that looks clean can still hide a bad design, and why overusing tiny abstractions can make a program harder to understand and change. It refactors a Python reporting example by simplifying the structure, making the pipeline explicit, and focusing on cohesion over smallness.

https://www.youtube.com/watch?v=U4sPMwAiXco

Why pylock.toml includes digital attestations

Including digital attestations in pylock.toml allows developers to verify the origin and integrity of dependencies, not just their versions and hashes, improving protection against supply chain attacks. The broader point is that modern package security requires provenance, not just reproducibility, so lock files are evolving from “what to install” into “what can be trusted to install.”

https://snarky.ca/why-pylock-toml-includes-digital-attestations/