Search posts, papers, and topics
5 posts · blog.bytebytego.com
This article outlines essential API design considerations, covering HTTP fundamentals, architectural styles like REST and GraphQL, and critical aspects such as naming, versioning, security, and reliability. It serves as a high-level checklist for engineers designing or consuming APIs.
The article outlines the challenges of swapping a production database without downtime and surveys common high‑level tactics—dual writes, feature flags, phased rollouts, and continuous sync—to keep the service available during large‑scale migrations.
The post explains how retrieval‑augmented generation (RAG) lets LLM‑based assistants answer questions from private corpora. It covers chunking documents into passages, embedding queries and chunks, similarity metrics, and the trade‑offs of different vector indexes (flat, IVF, HNSW). The focus is on practical design choices rather than new research.
ByteByteGo is reopening a 2‑day intensive course on Claude Code, with enrollment closing in 24 hours. The course promises to teach agentic loops, context engineering, and production workflows.
The article explains that LLMs don’t have persistent personal memory; all “memory” is supplied by the surrounding application via the context window, summaries, or external storage. It outlines the distinction between trained weights, working‑memory (token context), and persistent application memory, shows how to construct API calls to preserve conversation state, and discusses the cost and laten…
