Forkcast Today #14: AI-For-Beginners, kaneo, airllm, invidious, build-your-own-x, reverse-skill

Episode Summary#

Episode 14 covers 11 trending open-source projects including Microsoft’s 59K-star AI curriculum with 24 lessons, an open-source Jira alternative with MCP server support, AirLLM for running 70B models on 4GB GPUs, a privacy-respecting YouTube front-end, a 535K-star collection of build-from-scratch tutorials, an AI-powered security toolchain router, the open-source alternative to Claude Cowork, Microsoft’s generative AI curriculum, an internet-access CLI for AI agents, Tencent’s team-level agent memory hub, and a real-time research skill covering Reddit, X, and YouTube.

Repositories Covered#

AI-For-Beginners#

Microsoft’s structured 12-week, 24-lesson AI curriculum covering deep learning, NLP, CNNs, and GANs in Jupyter notebooks. 59K stars, 1,246 commits, MIT license.

kaneo#

Open-source project management tool, self-hosted alternative to Jira and Linear. TypeScript, Hono backend, kanban boards, MCP server. 6.3K stars, 2,313 commits.

airllm#

Layer-by-layer inference that runs 70B LLMs on a single 4GB GPU. Supports Kimi K3 2.8T params. 26K stars, Apache 2.0.

invidious#

Privacy-respecting alternative YouTube front-end written in Crystal. No tracking, no ads. 22K stars, 5,911 commits, AGPL-3.0.

build-your-own-x#

535K-starred collection of tutorials to recreate 27 technologies from scratch. CC0 license.

reverse-skill#

AI-powered security skill router that bootstraps reverse engineering and pentesting toolchains on demand. 14.6K stars, MIT.

openwork#

Open-source alternative to Claude Cowork powered by opencode. Agent collaboration with skill marketplaces. 20.5K stars.

generative-ai-for-beginners#

Microsoft’s 21-lesson curriculum on generative AI: prompt engineering, RAG, fine-tuning. 115K stars, MIT.

Agent-Reach#

CLI giving AI agents internet access to Twitter, Reddit, YouTube, Bilibili, XiaoHongShu. Zero API fees. 65K stars.

TencentDB-Agent-Memory#

Team-level memory hub for AI agents with Chat Memory, Skill, LLM-Wiki, and Code-Graph. 11.4K stars, MIT.

last30days-skill#

Agent skill researching any topic across Reddit, X, YouTube, HN, Polymarket. 57K stars, 2,700+ tests, MIT.

Watch#

• Video: https://www.youtube.com/watch?v=OZNuxq8UhE8
• Cover: https://i.ytimg.com/vi/OZNuxq8UhE8/hqdefault.jpg

Notes#

Transcript and notes will be added from Forkcast output artifacts.