5 results found
The Waiting Tax on Every PR: How Sharding Vitest Cut CI From 15 Minutes to 4.5
Splitting Vitest test runs into parallel shards with GitHub Actions slashed continuous integration (CI) wait times from 15 minutes to just 4.5 per pull request. This article details the simple configuration changes and workflow optimizations that brought dramatic productivity gains for the whole team.
Where AI Should Run: Chat Apps, Local LLMs, MCP, APIs, CLIs, and AgentOS
A visual guide to understanding where AI should run, including local LLMs, chat apps, coding agents, MCP, APIs, CLIs, AgentOS, and BYO LLM architectures. Learn how context, tools, permissions, and governance shape the right AI workflow.
Responsibilities of Skills, MCP, CLIs, and APIs
Clarifies responsibilities across Skills, MCP servers, CLIs, and APIs for AI dev workflows—keeping auth, permissions, and audit boundaries clean.
Migrate Contentful to Contentstack in 10 minutes. Content and Code.
Launch an AI-guided tool to migrate from Contentful to Contentstack, moving content and rewriting app code via deterministic CLI steps.
The pragmatic guide to coding with AI agents
This article offers a pragmatic perspective on using AI agents for software development, emphasizing best practices such as clear task scoping, environment cleanliness, and practical workflow management. Learn how to avoid common pitfalls, structure effective collaborations, and maximize reliability from AI coding agents.