Guide contents
Top GitHub Repositories for SEO and Keyword Research
8 battle-tested open-source GitHub repositories for semantic keyword discovery, technical audits, and Generative Engine Optimization (GEO).
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10 GitHub repositories that will help you become an AI engineer in 90 days
Becoming an AI engineer today isn't all about models and prompts. Most of the real work is built around agents, RAG systems, orchestration, vector databases, and AI infrastructure.
GitHub Copilot Workspace
GitHub's cloud-based agent development environment transforms GitHub Issues into fully specified and tested Pull Requests without the need for local repository cloning.
Part II. AI Agent Architecture: From Model to Memory and Tools
A deep engineering dive: tokenization, KV-cache, sampling determinism, the training stack, quantization, context engineering, the safety stack, production RAG, ReAct, and multi-agent swarm systems.
MCP (Model Context Protocol)
An open standard from Anthropic based on JSON-RPC 2.0 for unified bidirectional connection of AI assistants to external tools, databases, and system environments.
AGENTS.md in Ghostty and Turborepo makes AI agents report on users
Examples of AGENTS.md files show how repository instructions can force AI agents to add insulting notes about developers to pull requests.
DeepSeek launches Creator Mode to let users reshape their harness
DeepSeek’s open-source harness now supports Creator Mode, where an agent can write and embed plugins based on plain-language descriptions.