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h9-tec / ai-roadmap-2026

AI Roadmap 2026: a beginner's path through Foundations, LLM Engineering, Agents, Evaluation, and Production, with verified free resources and a mini-project per layer

▲ 123/7d ★ 123 2d ago
dipakkr / awesome-ai-engineering

🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems.

▲ ~49/7d ★ 22k 2d ago
microsoft / scope

Scope | Agentic Experience evaluation platform (Research preview)

▲ ~35/7d ★ 53 TypeScript today
fancyboi999 / ai-engineering-from-scratch-zh

Agent工程师最全学习路径 · 从零精通 AI 工程 · 20 阶段 542 课 · 中文全量翻译 + 配套站点 + 动画讲解视频 · 如何成为 AI Agent 工程师的修成指南

▲ ~26/7d ★ 1.3k Python 3d ago
amitshekhariitbhu / ai-engineering-course

AI Engineering Course - A free and complete AI Engineering Course to learn AI Engineering step by step - from Machine Learning, Neural Networks, and Transformers to LLMs, Fine-Tuning, RAG, AI Agents, LLM Inference, Evaluation, AI Safety, and AI System Design.

▲ ~21/7d ★ 551 Markdown 1d ago
openlit / openlit

OpenLIT is the open-source agent harness engineering platform: trace, evaluate, guard, and improve everything around the model in your AI agents, on OTEL.

▲ ~19/7d ★ 2.9k TypeScript 1d ago
open-mercato / open-mercato

The AI-Engineering Foundation Framework for business apps: open-source TypeScript, with multi-tenancy, RBAC, events and domain modules already decided as conventions and specs, so Cursor, Claude Code and Codex build features instead of re-deciding architecture. Start with 80% done.

▲ ~16/7d ★ 1.9k TypeScript today
rashakil-ds / Roadmap-Docs

Best Data Science, Data Analytics, AI, and SDE roadmaps. This repository is continually updated based on the top job postings on LinkedIn and Indeed in the data science and AI domain.

▲ ~7/7d ★ 1.1k 2d ago
calmrocks / ai-engineer-notebooks

Hands-on, framework-free Colab notebooks for the AI Engineer / Forward Deployed Engineer (FDE) skill set — model APIs, structured output, tool calling, RAG, evals-as-the-spine, agents (loop from scratch, tool design, guardrails, MCP, Skills), fine-tuning vs LoRA, prompt-injection/security, LLMOps, and customer craft. Runs on the free Groq API.

▲ ~7/7d ★ 708 Jupyter Notebook 15d ago
Eventual-Inc / Daft

High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale

▲ ~5/7d ★ 5.8k Rust 1d ago
PeonPing / peon-ping

Warcraft III Peon voice notifications (+ more!) for Claude Code, Codex, IDEs, and any AI agent. Stop babysitting your terminal. Employ a Peon today.

▲ ~5/7d ★ 5.1k Shell 4d ago
Ramakm / AI-Engineering

A group of notebooks and other files which can help you learn AI from scratch.

▲ ~5/7d ★ 1.5k Jupyter Notebook 20d ago
global-fde / awesome-fde-resources

A curated collection of resources, tools, practices, case studies, and opportunities for Forward Deployed Engineers.

▲ ~5/7d ★ 310 Python 2mo ago
zorost / AI-Engineering-Lab

A free, self-paced 24-week AI engineering course: Python, machine learning, LLMs, RAG, fine-tuning, agents and MCP, Azure and Vertex and Bedrock, and Databricks. 43 runnable notebooks, one continuous case study. MIT licensed, no signup. By Zorost Intelligence AI Lab.

▲ ~2/7d ★ 318 Jupyter Notebook 2mo ago
chetannada / Namaste-AI

Namaste AI — Free handwritten notes and study material covering AI concepts from the Namaste AI course. Explore the history of AI, neural networks, deep learning, transformers, LLMs, prompt engineering, RAG, AI agents, and more. An open-source learning resource by Chetan Nada.

▲ ~2/7d ★ 32 TypeScript 12d ago
wmc837911722-del / fde-learning

FDE 中文成长手册:24 周 Forward Deployed Engineer 教程,贯通商业决策、一线问题发现、RAG/MCP 工程交付与运营交接。

▲ ~2/7d ★ 30 JavaScript 1mo ago
karthikreddy-7 / ai-engineering-playbook

A zero-to-100 learning path for applied AI engineering — RAG, embeddings, vector search, agents, MCP, and the production engineering around them. 56 pages, built as a searchable site.

▲ ~0/7d ★ 63 MDX 2mo ago
gcjordi / aigraphstudio

Dissenyador visual de workflows i graphs d’IA agentiva · Diseñador visual de workflows y graphs de IA agéntica · Visual designer for agentic AI workflows and graphs

▲ ~0/7d ★ 38 JavaScript 1mo ago
sherifican / Agent-FleetOps

Operational tooling & discipline for multi-agent AI engineering fleets — mutation-proven guards, a Textual terminal monitor, generalized skills, and specs. Every check ships with proof it can fail.

▲ ~0/7d ★ 34 Python 3d ago
Laz8Noy / kaoyan408-share

考研 408 公开资料库(全口径 22408/11408/自命题):择校数据、三源考情核对、录取分数统计、408 交互学习工具;欢迎 AI agent 与考生按 README「数据征集」节规范投稿院校数据

▲ ~0/7d ★ 27 HTML 2d ago
mchittineni / ultimate-ai-engineering-guide

100+ AI, Gen AI, LLM, Agentic AI, Forward Deployed Engineer (FDE), AI Systems Architect, Applied AI, LLMOps, AI Platform engineering interview questions across 10 topics - short answer, detail, worked example, and interview tips for each.

▲ ~0/7d ★ 26 Python 2mo ago
BlueRingsLabs / no-shortcuts

Free Course : Data, Machine Learning, Deep Learning and AI Engineering, the long way round: the math, the code, the systems and the security. 173 lessons, 166 runnable labs, no shortcuts. Free under CC BY-NC 4.0.