---
title: "Devcompass (@devcompass) | Hashnode"
description: "Paths that adapt to how you build. Read the latest articles by Devcompass on Hashnode."
url: "https://hashnode.com/@devcompass"
---

@devcompass

# Devcompass

@devcompass · Singapore · Joined April 2026

Paths that adapt to how you build.

[Website](https://devcompass.ai/)

### [What Is a System One Model? Jev Explained](https://www.devcompass.ai/blog/what-is-a-system-one-model?utm_source=hashnode&utm_medium=feed)

System One model explained: Jev returns typed decisions instead of text. What it does, what it costs, where it fails, and when to use it.

34 min read · [devcompass.ai](https://www.devcompass.ai/blog/what-is-a-system-one-model?utm_source=hashnode&utm_medium=feed)

[Sep 25](https://hashnode.com/posts/what-is-a-system-one-model/6ab6950e3235fa2bcfcc0871)

### [How to Set Up Grok Bot as Your Next Hire](https://www.devcompass.ai/blog/how-to-set-up-grok-bot-as-your-next-hire?utm_source=hashnode&utm_medium=feed)

Grok Bot, run by an actual 2-person startup: how we use three bots for content, support, and engineering instead of a new hire.

10 min read · [devcompass.ai](https://www.devcompass.ai/blog/how-to-set-up-grok-bot-as-your-next-hire?utm_source=hashnode&utm_medium=feed)

[Aug 28](https://hashnode.com/posts/how-to-set-up-grok-bot-as-your-next-hire/6a91a42ad0ba728299d26646)

### [The 2026 AI Glossary: Terms Everyone's Using Right Now](https://www.devcompass.ai/blog/2026-ai-glossary?utm_source=hashnode&utm_medium=feed)

2026 AI glossary covering agentic AI, MCP, context engineering, and more, the trending terms AI builders are using right now, explained plainly.

14 min read · [devcompass.ai](https://www.devcompass.ai/blog/2026-ai-glossary?utm_source=hashnode&utm_medium=feed)

[Aug 13](https://hashnode.com/posts/2026-ai-glossary/6a7da8e2f63f41b29f06a1ab)

### [AI Terms 101: The Glossary Every Beginner Actually Needs](https://www.devcompass.ai/blog/ai-glossary-for-beginners?utm_source=hashnode&utm_medium=feed)

AI glossary for beginners: 31 essential terms explained in plain English, from LLMs to RAG, clear definitions and real examples.

12 min read · [devcompass.ai](https://www.devcompass.ai/blog/ai-glossary-for-beginners?utm_source=hashnode&utm_medium=feed)

[Aug 6](https://hashnode.com/posts/ai-glossary-for-beginners/6a74cd456762d2ac974166f1)

### [Loop Engineering vs. Graph Engineering, Part 2: Building It in Code](https://www.devcompass.ai/blog/loop-engineering-vs-graph-engineering-part-2-building-it-in-code?utm_source=hashnode&utm_medium=feed)

How to build an AI agent graph in code: what a node actually looks like, why edges are mostly free, and four frameworks compared side by side for loop and graph engineering.

17 min read · [devcompass.ai](https://www.devcompass.ai/blog/loop-engineering-vs-graph-engineering-part-2-building-it-in-code?utm_source=hashnode&utm_medium=feed)

[Jul 29](https://hashnode.com/posts/loop-engineering-vs-graph-engineering-part-2-building-it-in-code/6a69d49e08e6e884c17d332b)