LlamaIndex docs.llamaindex.ai

Data ingestion, indexing, retrieval, and agent workflows.

LiteLLM docs.litellm.ai

A model gateway and unified interface for multiple model providers.

LangGraph docs.langchain.com

Low-level orchestration for long-running, stateful agents.

Haystack docs.haystack.deepset.ai

Modular pipelines for retrieval and generative AI applications.

GitHub Copilot coding agent docs.github.com

An asynchronous agent that works from GitHub issues and opens pull requests.

Anthropic Prompt Engineering docs.anthropic.com

Techniques for defining success criteria, testing prompts, and improving model behaviour.

OpenHands docs.all-hands.dev

An open-source platform for running software development agents locally or in the cloud.

Cursor CLI cursor.com

A terminal agent connected to Cursor's editor and cloud workflows.

Stanford CS336: Language Modeling from Scratch cs336.stanford.edu

Build language models from data preparation through evaluation and deployment.

OpenAI Cookbook cookbook.openai.com

Code examples for structured outputs, tool use, retrieval, evals, and other LLM application patterns.

Google Generative AI Learning Path cloudskillsboost.google

An introductory path through generative AI concepts and Google Cloud tooling.

A Practical Guide to Building Agents cdn.openai.com

OpenAI's guide to models, tools, instructions, orchestration, and guardrails.

Direct Preference Optimization arxiv.org

Reframed preference alignment as a simple classification objective without explicit reward modelling.

Constitutional AI arxiv.org

A method for training helpful and harmless AI assistants using written principles.

ReAct arxiv.org

Combined reasoning traces with actions for tool-using language-model agents.

Training Compute-Optimal Large Language Models arxiv.org

Showed how model size and training data should scale together under a compute budget.

Training Language Models to Follow Instructions with Human Feedback arxiv.org

Established the instruction tuning and RLHF recipe used by InstructGPT.

LoRA arxiv.org

Introduced low-rank adaptation for parameter-efficient model fine-tuning.

Language Models are Few-Shot Learners arxiv.org

Demonstrated in-context learning at scale.

Retrieval-Augmented Generation arxiv.org

Combined parametric language models with external retrieval for knowledge-intensive tasks.

Scaling Laws for Neural Language Models arxiv.org

Explored relationships between model performance, data, and compute.

How We Built Our Multi-Agent Research System anthropic.com

Production lessons on orchestrator-worker agents, parallel search, evaluation, and operational reliability.

Effective Harnesses for Long-Running Agents anthropic.com

Patterns for agents that make progress across multiple context windows and recover from failure.

Demystifying Evals for AI Agents anthropic.com

A practical method for building task suites, graders, transcripts, and evaluation harnesses.

Artificial Intelligence: A Modern Approach aima.cs.berkeley.edu

The broad reference for classical AI, including search, reasoning, planning, learning, and robotics.

AI Engineer aiengineer.co

A paid program for agentic coding and building, testing, and shipping production AI systems.

Pydantic AI ai.pydantic.dev

Typed agent development built around Pydantic.

Gemini and Temporal Durable Agent ai.google.dev

A concrete implementation of durable execution, retries, and human approval for an agent workflow.

Agent2Agent Protocol a2a-protocol.org

A vendor-neutral specification for agent discovery, task delegation, streaming, asynchronous updates, and cross-platform communication.

Data Structures and Algorithms people.mpi-inf.mpg.de

Data Structures, 2014 people.eecs.berkeley.edu

Efficient Algorithms and Intractable Problems, 2001 people.eecs.berkeley.edu

Algorithm Design pearsonhighered.com

The Sound of Sorting panthema.net

Kattis open.kattis.com

Data Structures and Algorithms online-learning.harvard.edu

OEDb(Open Education Databases): Algorithm oedb.org

Design and Analysis of Algorithms, 2015 ocw.mit.edu

Introduction to Algorithms mitpress.mit.edu

Grokking Algorithms manning.com

LeetCode leetcode.com

Learneroo Algorithms Tutorials learneroo.com

Koistudy koistudy.net

JUNGOL jungol.co.kr

AIZU ONLINE JUDGE judge.u-aizu.ac.jp

Interview Cake interviewcake.com

Infoarena infoarena.ro

Algorithm course for smart programming inflearn.com

ACM-ICPC Live Archive icpcarchive.ecs.baylor.edu

HackerRank hackerrank.com