Notes on ‘AI Engineering’ (Chip Huyen) chapter 6
Analysis of Chapter 6 from Chip Huyen's 'AI Engineering' book, focusing on RAG systems and AI agents, their architecture, costs, and relationship.
Analysis of Chapter 6 from Chip Huyen's 'AI Engineering' book, focusing on RAG systems and AI agents, their architecture, costs, and relationship.
Schedule of public tech talks and workshops on frontend development, JavaScript, and web standards for the first half of 2025.
An indie developer analyzes the key factors behind the organic success of their app, Burnout Buddy, focusing on App Store Optimization and solving a personal problem.
A curated list of 12 influential LLM research papers from 2024, highlighting key advancements in AI and machine learning.
A curated list of 12 influential LLM research papers from each month of 2024, covering topics like Mixture of Experts, LoRA, and scaling laws.
A guide to using typos-cli, a Rust-based command-line spell checker for detecting and fixing typos in code and documentation.
A call to discuss transparency and governance issues at FOSDEM '25 following the cancellation of a controversial sponsored keynote talk.
A technical guide on aligning open-source large language models (LLMs) in 2025 using Direct Preference Optimization (DPO) and synthetic data.
A guide on using domain_hint and login_hint parameters to automatically select the correct Microsoft Entra tenant during authentication, improving user experience.
Argues for a balanced approach to AI, using it for discovery but doing important learning and thinking tasks manually to preserve meaning and growth.
A technical guide on combining 11ty, max Brotli compression, and CSS fingerprinting to achieve optimal website performance and caching.
A guide to designing reliable, production-grade Kubernetes controllers and avoiding common API design pitfalls.
A developer shares their experience migrating a project to a monorepo using Turbo, detailing setup, configuration, and the benefits for a small team.
Strategies to speed up Python dependency installation with pip, including caching, bytecode compilation, and using the uv tool.
Developer updates on pimsync v0.2.0 and libdav improvements, including optimized discovery, storage monitoring, and faster startup.
How Amazon Q Developer simplifies AWS CLI output formatting using natural language commands.
A guide to embedding Python within a Rust application to create a custom test runner, allowing Python scripts to call Rust functions.
Analysis of Chip Huyen's chapter on AI system evaluation, covering evaluation-driven development, criteria, and practical implementation.
Developer updates on game projects, podcasts about app planning, and live streaming an AI app build.
A developer reflects on career transition struggles, exploring tech stacks like Rust and Elixir, and the challenge of focusing on a single path to build products.