Set Up an Entire AI Development Pipeline with a Single Command

AI Factory is an npm package that automates the configuration of a full AI development pipeline—detecting project stacks, installing required skills and services, and providing a spec‑driven, multi‑agent workflow with planning, implementation, verification, and handoff commands—so developers can focus on writing requirements.

AI agentsAI developmentAutomation

0 likes · 9 min read

Set Up an Entire AI Development Pipeline with a Single Command

Tech Minimalism

Mar 16, 2026 · Artificial Intelligence

From Stages to Actions: A Complete Guide to the New AI‑Driven OpenSpec OPSX Workflow

This article explains how OPSX transforms the traditional stage‑based development process into an action‑driven, iterative workflow for AI programming, covering its core concepts, two operation modes, step‑by‑step command usage, custom schema creation, migration tips, best practices, and real‑world examples.

AI developmentAutomationCustom Schema

0 likes · 23 min read

From Stages to Actions: A Complete Guide to the New AI‑Driven OpenSpec OPSX Workflow

Software Engineering 3.0 Era

Nov 23, 2025 · Artificial Intelligence

Advanced AI Context Engineering: Building Operable Worlds (Part 2)

This article examines how to evolve AI prompt engineering into full‑stack context and environment engineering, detailing six practical design patterns from the Manus system, the limits of Vibe Coding, the Spec‑Driven development workflow, and concrete steps to give models a persistent, controllable world for long‑term tasks.

AIAgentContext Engineering

0 likes · 18 min read

Advanced AI Context Engineering: Building Operable Worlds (Part 2)

Set Up an Entire AI Development Pipeline with a Single Command

From Stages to Actions: A Complete Guide to the New AI‑Driven OpenSpec OPSX Workflow

Advanced AI Context Engineering: Building Operable Worlds (Part 2)

Advanced AI Context Engineering: Building Operable Worlds (Part 2)