# Comparison

## When to Use Stakpak vs ChatGPT, Gemini, Claude, and Copilot?

Stakpak.dev is an AI DevOps agent built to run *inside your infrastructure*. It connects directly to your cloud environment, infrastructure-as-code (IaC), and CI/CD systems, which allows it to understand, execute, and automate real operational tasks in a secure way

General LLM chat apps like ChatGPT, Gemini, Claude, and Copilot are conversational models. They are good at generating text, explaining concepts, and writing example code, but they don’t have direct access to your environment, can’t run commands, and don’t enforce safety controls (Like secret redaction)

TLDR:

* ChatGPT/Claude = Great for thinking and explaining.
* Stakpak = Great for executing and getting things done fast

### When to Use Stakpak for Infrastructure and DevOps?

**When:**

* Tasks that require understanding the context of your infrastructure
* You want actions, not suggestions
* Past deployments, policies, or incidents matter
* You need up to date docs
* You want to run it in the terminal or Slack
* Guardrails and safety are important

### When to use Chat GPT, Gemini, Claude, and Copilot for Infrastructure and DevOps?

* Ask questions that don't depend on the latest docs
* Learning DevOps/Infra Concepts
* Explaining technical stuff to the business team
* Planning & Research

## Stakpak vs Coding Agents

There are a lot of differences between coding tasks and operations tasks

|                                          | **Coding Tasks** | **DevOps Tasks**                 |
| ---------------------------------------- | ---------------- | -------------------------------- |
| **Feedback loop**                        | fast             | slow                             |
| **Users’ knowledge**                     | high             | < 3% of devs do this full-time\* |
| **Syntax/Language**                      | few popular      | many domain specific             |
| **Frequency of schema/knowledge change** | low              | high                             |
| **Context**                              | mostly local     | mostly remote                    |

<p align="right">*Stack Overflow Developer Survey 2024</p>

That's why stakpak is different from coding agents

* **Designed for Ops Tasks**: Handles infra tasks that coding agents struggle with.
* **Autonomous operations:** [Autopilot](/docs/how-it-works/autopilot.md)monitors your apps 24/7, fixes what’s safe automatically, and only escalates when your team needs to step in.
* **Global playbooks**: [Rulebooks](/docs/how-it-works/rulebooks.md) lets stakpak follow *your* own *standards*, not just generic best practices.
* **Remembers what matters**: [Memory (Knoweldge Store)](/docs/how-it-works/memory-knoweldge-store.md) remember what worked so you don’t repeat yourself, and share these memories with your team.
* **Safe in production**: [Warden Guardrails](/docs/how-it-works/warden-guardrails.md) prevent the agent from making destructive actions 100% of the time.
* **Async**: Supports long running, async operations without getting stuck.
* **Secure by design**: Secrets are substituted and never exposed to the LLM.
* **Transparent**: [Agent Sessions](/docs/how-it-works/agent-sessions.md)full audit trail.

### References

* [Stakpak Vs AWS DevOps Agent](/docs/get-started/stakpak-vs-aws-devops-agent.md)


---

# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://stakpak.gitbook.io/docs/get-started/comparison.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.