AI system design guide for engineers building production AI systems and evals.

A comprehensive collection of deep learning concepts, techniques, and best practices with mathematical foundations and practical implementations.

Skills for Real Engineers. Straight from my .agents directory.

A turnkey SOP framework for software development. Built for AI-assisted "vibe coding" workflows where the AI agent follows structured prompts with minimal manual input.

[ECCV 2026 Oral] Official Pytorch implementation for See & Sniff: Learning Visuo-Olfactory Representations

Evolutionary auto-tuning for database configurations — Population-Based Training discovers optimal configurations without ML training or DBA expertise

Kilo is the all-in-one agentic engineering platform. Build, ship, and iterate faster with the most popular open source coding agent.

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing…

FULL Augment Code, Claude Code, Cluely, CodeBuddy, Comet, Cursor, Devin AI, Junie, Kiro, Leap.new, Lovable, Manus, NotionAI, Orchids.app, Perplexity, Poke, Qoder, Replit, Same.dev, Trae, Traycer AI…

Documented system prompts from Anthropic - Claude Fable 5.1, Opus 5.5, Claude Design, Claude Code. OpenAI - ChatGPT GPT-6-Astra, Codex. Google - Gemini 3.8 Flash, 3.1 Pro, Antigravity. xAI - Grok, …

List of Computer Science courses with video lectures.