AI & Development
These guides define the words teams mix up when they evaluate AI for software delivery. Agentic AI is the behavior: plan, use tools, and check a result. An agentic AI platform is the product around that behavior. Agentic AI solutions is the buying frame, and the platform comparison names public products without turning this site into a vendor brochure.
Cloud agents are the hosted runtime, separate from a laptop tool. Software factories, code factories, and dark factories are production systems: a repeatable path, a definition of done, and a person on review. Agent swarms and self-learning agents are ways to staff that path. Read this category when you need the vocabulary before a buying decision. The pages define terms. They are not a price list and they are not customer stories.
What Is a Software Factory? Code and Dark Factory
A software factory is a repeatable system for shipping code. How it differs from a code factory, a dark factory, and an agentic AI tool.
What Is Agentic AI? Definition and Meaning
Agentic AI is software that plans, uses tools, and acts toward a goal with limited prompting. Definition, meaning, and how the loop works.
Agentic AI Solutions and Software (Buyer Guide)
Agentic AI solutions fall into a few software categories. Compare build vs buy, use the checklist, and see when a specialist wins.
Are Open-Source Coding Agents Enterprise-Ready?
Open-source coding agents are closing the benchmark gap, but enterprise readiness depends on software-factory operating models, not model scores alone.
Backlog, Cloud Agents, Review, Then Ship
A delivery line can run backlog, cloud agents, human review, then ship. What each station does, without a speed or headcount claim.
What Are Cloud Agents? Cloud AI Agents Explained
Cloud agents are AI agents that run on cloud infrastructure, not a laptop. How they differ from local tools, and when a managed factory fits.
7 Agentic AI Platforms Compared (2026 Table)
Compare 7 agentic AI platforms in one table: what each is for, how you deploy it, and when a specialist beats a general framework.
How Self-Learning Agentic Platforms Work
How self-learning agentic platforms work, how continuous improvement differs from a static coding tool, and where a human-in-the-loop feedback loop fits.
What Is an Agentic AI Platform? Definition
An agentic AI platform runs agents that plan, use tools, and finish multi-step work. See how that differs from a chatbot, and how to choose one.
Dark Factory AI: Agents on a Delivery Line
Dark factory AI is agent work on a lights-out line: draft, check, and queue. It is not a license to merge or deploy alone.
Dark Factory AI Coding: Bounded Changes
Dark factory AI coding means a bounded diff, a mechanical check, and a human merge. Scale means more of those jobs, not a speed claim.
AI Scrum Teams and How They Ship Software
What an AI Scrum squad does: agents open pull requests, and a human reviews them before anything merges. No speed multiplier is claimed.
Devon vs xSquad: Meta Framework for Delivery
How a standalone agent like Devon differs from xSquad, a meta framework that coordinates tools such as Cloud Code and Codex into one production system.
Agent Swarms: The Future of Software Development Teams
What an agent swarm is: coordinated AI agents that open pull requests a human reviews. No performance multiplier is claimed.