Enforce Business Logic in the Database with Django

Use transactions, locks, and constraints in Django to enforce business logic in the database.

https://lincolnloop.com/blog/enforce-business-logic-in-the-database-with-django/

Components of A Coding Agent

The post breaks down coding agents into a few core parts: a model, tools, instructions, and a loop for planning, acting, and verifying. Its main point is that good coding agents are less about raw model power and more about how well they coordinate context, tool use, and iterative feedback.

https://magazine.sebastianraschka.com/p/components-of-a-coding-agent

caveman

A Claude Code skill/plugin and Codex plugin that makes agent talk like caveman - cutting ~75% of output tokens while keeping full technical accuracy. Plus a companion tool that compresses your memory files to cut ~45% of input tokens every session.

https://github.com/JuliusBrussee/caveman

GuppyLM

A ~9M parameter LLM that talks like a small fish.

https://github.com/arman-bd/guppylm

profiling-explorer

Table-based exploration tool for Python profiling data (pstats files).

https://github.com/adamchainz/profiling-explorer

code-review-graph

Local knowledge graph for Claude Code. Builds a persistent map of your codebase so Claude reads only what matters - 6.8× fewer tokens on reviews and up to 49× on daily coding tasks.

https://github.com/tirth8205/code-review-graph

void-model

An open-source video editing model that removes objects from footage and also models the scene’s resulting physical interactions, not just the missing pixels.

https://github.com/Netflix/void-model

I Replaced Kafka, Redis, and RabbitMQ With One Tool. Here’s What I Learned.

The post’s core idea is that NATS JetStream can replace separate Kafka, Redis, and RabbitMQ setups by covering streaming, queueing, and pub/sub in one system. It argues this can simplify architecture and reduce the operational overhead of running multiple messaging tools for different workloads.

https://scalebites.substack.com/p/i-replaced-kafka-redis-and-rabbitmq

dj-signals-panel

Display registered Django signals and receivers, showing what fires and where.

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

Decentralized AI in 50 Lines of Python

A peer-to-peer AI that answers your friends' messages using local data and privacy controls.

https://iamtrask.github.io/2026/04/07/decentralized-ai-in-50-lines/

Overglade-Badges

Zero power PCB hackathon badges.

https://github.com/KaiPereira/Overglade-Badges

Qdrant: Perfect Vector Store For RAG in Python

This tutorial demonstrates how to use Qdrant, a specialized vector search engine, to combine semantic similarity with hard metadata filtering in Python for more precise RAG applications

https://www.youtube.com/watch?v=DWP_-jMTNH0

apfel

Apple Intelligence from the command line. On-device LLM via FoundationModels framework. No API keys, no cloud, no dependencies.

https://github.com/Arthur-Ficial/apfel

SentrySearch

Semantic search over video footage. Type what you're looking for, get a trimmed clip back.

https://github.com/ssrajadh/sentrysearch

OpenHarness

OpenHarness delivers core lightweight agent infrastructure: tool-use, skills, memory, and multi-agent coordination.

https://github.com/HKUDS/OpenHarness

How to Actually use Python's heapq for Kth Largest Problems

Learn how to efficiently find the Kth largest element using Python's heapq module with the Min heap of size K strategy.

https://looppass.mindmeld360.com/blog/python-heapq-kth-largest/

Docking

A lightweight, feature-rich dock for Linux written in Python with GTK 3 and Cairo.

https://github.com/edumucelli/docking

mngr

CLI for managing coding agents.

https://github.com/imbue-ai/mngr