The AI Engineer Roadmap
Want to build AI-powered apps, but don't know where to start? You need a roadmap.
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LangGraph for complex workflows — surma.dev
I may be late to the party, but LangGraph lets you build complex workflow architectures and codify them as powerful automations. Also LLMs, if you want. But you don’t have to!
karpathy/nanoGPT: The simplest, fastest repository for training/finetuning medium-sized GPTs.
The simplest, fastest repository for training/finetuning medium-sized GPTs. - karpathy/nanoGPT
Introduction - Hugging Face LLM Course
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
The Annotated Transformer
Evals are not all you need
Giles' blog
Posts in the 'LLM from scratch' category on Giles Thomas’s blog. Insights on AI, startups, software development, and technical projects, drawn from 30 years of experience.
LLM Agents are simply Graph — Tutorial For Dummies
Ever wondered how AI agents actually work behind the scenes?
Enhanced Agentic-RAG: What If Chatbots Could Deliver Near-Human Precision? | Uber Blog
Genie is Uber’s internal on-call copilot, designed to provide real-time support for thousands of queries across multiple help channels in Slack®. It enables users to receive prompt responses with proper citations from Uber’s internal documentation. It also improves the productivity of on-call engineers and subject matter experts (SMEs) by reducing the effort required to address common, ad-hoc queries. While Genie streamlines the development of an LLM-powered on-call Slack bot, ensuring the accuracy and relevance of its responses remains a significant challenge. This blog details our efforts to improve Genie’s answer quality to near-human precision, allowing SMEs to rely on it for most queries without concern over potential misinformation in the engineering security and privacy domain.
Dummy's Guide to Modern Samplers
An idiot's comprehensive guide to modern sampling
As an Experienced LLM User, I Actually Don't Use Generative LLMs Often
But for what I do use LLMs for, it’s invaluable.
Launch HN: Exa (YC S21) – The web as a database | Hacker News
🪆 Introduction to Matryoshka Embedding Models
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
SDK - Anthropic
Programmatically integrate Claude Code into your applications using the SDK.
LLM function calls don't scale; code orchestration is simpler, more effective.
One common practice for working with MCP tools calls is to put the outputs from a tool back into the LLM as a message, and ask the LLM for the next step. ...
Matt Pocock on X: "Check if your markdown looks janky here: https://t.co/Iw3aKDQDS7" / X
Check if your markdown looks janky here:
https://t.co/Iw3aKDQDS7
Cline
An autonomous AI coding assistant for VS Code with Plan/Act modes, terminal execution, file editing, and Model Context Protocol for custom tools
Why I No Longer Recommend RAG for Autonomous Coding Agents
The RAG narrative is oddly insidious, a mind virus
Everything You Need To Know About AI Agents
Check out Recraft’s newest featues for free – https://go.recraft.ai/codingsloth. Use my code SLOTH11 for $11 off any paid plan.
AI Agents are kinda crazy ngl.
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Embeddings are underrated
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AI Agents Roadmap - roadmap.sh
Learn how to design, build and ship AI agents with this interactive step by step guide in 2025. We also have resources and short descriptions attached to the roadmap items so you can get everything you want to learn in one place.
sketch blog: The Unreasonable Effectiveness of an LLM Agent Loop with Tool Use
Function calling using LLMs
Allowing an LLM to formulate calls to external systems
arunpshankar/Agentic-Workflow-Patterns: Repository demonstrating best practices and patterns for implementing agentic workflows in Python, featuring modular, scalable, and reusable design patterns for intelligent automation.
Repository demonstrating best practices and patterns for implementing agentic workflows in Python, featuring modular, scalable, and reusable design patterns for intelligent automation. - arunpshank...
jujumilk3/leaked-system-prompts: Collection of leaked system prompts
Collection of leaked system prompts. Contribute to jujumilk3/leaked-system-prompts development by creating an account on GitHub.
Vibe check: An enterprise buyer’s guide to AI app development
In this guide, we highlight why unmanaged vibe coding falls short for enterprise applications, what to prioritize when evaluating AI app development platforms, and how Superblocks delivers the security, reliability, and scalability enterprises need.
An enterprise buyer’s guide to AI app development
Working with LLMs: A Few Lessons
On digging AI shaped holes
When to Use Cursor Rules Instead of MCPs
expert led courses for front-end web developers and teams that want to level up through straightforward and concise lessons on the most useful tools available.
Marcus Schiesser (@MarcusSchiesser)
🚀 Exciting news! AgentWorkflow from @llama_index now in TypeScript!
Build powerful AI systems with:
🔄 Multi-agent orchestration
🤝 Task handoffs between agents
⚡️ Real-time event streaming
Level up your AI development now:
$ npm i llamaindex