Learning Latent Dynamics for Planning from Pixels
Introduces PlaNet, a model-based AI agent that learns environment dynamics from pixels and plans actions in latent space for efficient control tasks.
Introduces PlaNet, a model-based AI agent that learns environment dynamics from pixels and plans actions in latent space for efficient control tasks.
Explores common mistakes in AWS serverless communication with external systems like SQL databases, focusing on connection management and solutions.
Part 4 of a series on AWS serverless pitfalls, focusing on cost estimation, billing attacks, and strategies to prevent unexpected expenses.
Part 6 of a series on AWS serverless mistakes, focusing on security best practices like IAM roles, secret management, and OWASP risks.
Final part of a series on AWS serverless pitfalls, covering unexpected behaviors in CloudFront, DynamoDB, Cognito, and AppSync.
Analyzes the debate between using lean single-purpose AWS Lambda functions versus monolithic functions, discussing pros, cons, and best practices.
Part 3 of a series on AWS serverless mistakes, focusing on cold start performance, language choice, and optimization strategies.
First part of a series on common AWS serverless coding mistakes, covering language choice, Lambda handlers, and package optimization.
Part 2 of a series on AWS serverless architecture mistakes, covering design principles like single-purpose functions and designing for failure.
Analyzes serverless vendor lock-in, arguing the real issue is dependency on cloud provider APIs, not function portability, and advises against over-engineering for agnosticism.
Learn to build a basic chess AI in PHP using algorithms, chess.js for rules, and chessboard.js for visualization.
The article argues that cloud computing initially failed its promise of abstracting infrastructure, but serverless computing (FaaS/BaaS) has finally delivered on that vision.
Explains how to create custom IPython magic functions using Magics classes, with a practical example of a type-checking %mypy command.
Analyzes technical and cost scenarios where serverless computing, particularly AWS Lambda, may not be the optimal architectural choice.
Explores key serverless design patterns, contrasting traditional best practices with modern event-driven, stateless, and microservice approaches.
An article discussing the importance of fixing hidden technical debt and friction in software development, even when it's not immediately visible.
Argues for using TypeScript over YAML for cloud infrastructure automation, using a serverless URL shortener on AWS as a case study.
A sysadmin's critique of the new Windows 10 RSAT installation process via Settings and PowerShell, highlighting workflow annoyances.
Reflects on the end of Moore's Law and the passion-driven era of garage computer builders, drawing parallels to modern tech culture.
Explores implementing Domain-Driven Design with Entity Framework 2.2, focusing on encapsulation and persistence ignorance for a domain model.