Forkcast Today #16: unsloth, semantica, prime-agent, code-graph-rag, agent-skills, TencentDB, needle

Episode Summary#

Episode 16 covers 17 trending open-source projects including a local UI for training and running LLMs 2x faster with 70% less memory, graph-native infrastructure for accountable AI systems, a self-improving coding agent with persistent memory, graph-powered RAG for monorepos, production-grade engineering skills for AI agents by Addy Osmani, a team-level memory hub for AI agents by Tencent, a 14MB foundation model for tiny devices, the open-source CapCut alternative, the LTX-2 audio-video generation model, 3Blue1Brown’s math animation engine, AI-powered diagram generation, a Rust-based unified workspace, the open-source ToolJet platform, a TypeScript meta-framework for spatiotemporal composability, an OSINT email lookup tool, DHH’s opinionated Linux config, and a curated list of 462K-starred free APIs.

Repositories Covered#

unsloth#

Local UI to run and train LLMs and diffusion models, including Qwen3.8, Kimi K3, MiniMax-H3, Gemma 4, DeepSeek-V4, FLUX and more.. 72,936 stars, Python.

semantica#

Graph-Native Infrastructure for Context and Accountable AI Systems. 8,350 stars, Python.

prime-agent#

A self-improving RLM agent for coding workflows and long-running autonomous tasks.. 16,721 stars, TypeScript.

code-graph-rag#

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs. 4,462 stars, Python.

agent-skills#

Production-grade engineering skills for AI coding agents.. 87,887 stars, JavaScript.

TencentDB-Agent-Memory#

TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) that are governed, shared, and equipped across agents and frameworks.. 22,451 stars, TypeScript.

needle#

14MB foundation model for tiny devices; phones, wearables, smart home, and robots.. 6,900 stars, Python.

OpenCut#

The open-source CapCut alternative. 84,235 stars, TypeScript.

LTX-2#

Official Python inference and LoRA trainer package for the LTX-2 audio–video generative model.. 9,075 stars, Python.

manim#

Animation engine for explanatory math videos. 91,412 stars, Python.

diagram-design#

29 editorial diagram types for Claude Code. Self-contained HTML + SVG. No shadows, no Mermaid-slop.. 20,024 stars, HTML.

macro#

Macro is a unified workspace for teams: email, chat, docs, tasks, agents, calls, and CRM — @-linked together with shared AI memory.. 3,462 stars, Rust.

ToolJet#

ToolJet is the open-source foundation of ToolJet AI - the enterprise app generation platform for building internal tools, dashboard, business applications, workflows and AI agents 🚀. 40,314 stars, JavaScript.

cordis#

Meta-Framework of Spatiotemporal Composability. 5,261 stars, TypeScript.

holehe#

holehe allows you to check if the mail is used on different sites like twitter, instagram and will retrieve information on sites with the forgotten password function.. 13,344 stars, Python.

omarchy#

Beautiful, Modern & Opinionated Linux. 25,729 stars, Shell.

public-apis#

A collective list of free APIs. 462,535 stars, Python.

Watch#

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

Notes#

Transcript and notes will be added from Forkcast output artifacts.