At the core of every agent is a neural network -- a Transformer, an RNN, a trained function -- shaped by billions of gradient updates on sequences of perception, reasoning, and action. Agency was never bestowed by the surrounding code. It was learned during training. Use it to ground design choices in named patterns, trade-offs and examples.
Hey, I hope this course provides a great learning experience. Use it to build a structured path from fundamentals to hands-on practice.
The most comprehensive list of AI agents, frameworks, and tools in 2026. 340+ resources across 20+ categories. Updated monthly. Use it to navigate the topic and choose relevant methods, papers or tools.
A curated reference on web & design systems centered on Microfrontends: Architecture and Implementation Resources. Use it as a repeatable review, validation or hardening pass.
A curated reference on agent design & orchestration centered on AgentBench. Use it to navigate the topic and choose relevant methods, papers or tools.
This repository is a comprehensive collection of 300+ case studies from over 80 leading companies, showcasing practical applications and insights into machine learning (ML) system design. Companies like Netflix, Airbnb, and. Use it to navigate the topic and choose relevant methods, papers or tools.
Whether you're preparing for a System Design Interview or you simply want to understand how systems work beneath the surface, we hope this repository will help you achieve that. Use it to build a structured path from fundamentals to hands-on practice.
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Today, we’re excited to announce that Flawless App has joined Abstract, a design delivery platform that brings visibility, accountability, measurability, and predictability to design. Flawless App was our first company, and we’re proud of everything that we’ve achieved with our 5-person team.