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docs: align README with AIDE positioning
charliegillet May 20, 2026
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Update README.md
asclearuc May 21, 2026
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35 changes: 25 additions & 10 deletions README.md
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Expand Up @@ -5,8 +5,13 @@
</a>

<p>
Open-source, developer-native AI pipeline tool.<br/>
Build, debug, and deploy production AI workflows - without leaving your IDE.
AIDE by RocketRide: the AI Integrated Development Environment.<br/>
Your IDE handles code. Agents do that now. AIDE handles everything after it: models, pipelines, memory, and guardrails.<br/>
Open source. Any model. Built for production.
</p>

<p>
Your IDE is evolving. AIDE starts where you already work, in VS Code and Cursor, and extends to the AI stack that runs in production.
</p>

<p>
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</p>

<p>
RocketRide is an open-source data pipeline builder and runtime built for AI and ML workloads. With 50+ pipeline nodes spanning 13 LLM providers, 8 vector databases, OCR, NER, and more — pipelines are defined as portable JSON, built visually in VS Code, and executed by a multithreaded C++ runtime. From real-time data processing to multimodal AI search, RocketRide runs entirely on your own infrastructure.
App builders and vibe coding tools help you create AI. AIDE helps you run it.
</p>

<p>
AIDE is an open-source environment for everything around your model: pipelines, embeddings, memory, vector stores, and guardrails, spanning 50+ nodes across 13 LLM providers and 8 vector databases. A multithreaded C++ runtime executes it on your own infrastructure, originally built for petabyte-scale processing, so concurrency and backpressure are not afterthoughts. Any model, any tool. Swap a component when something better ships, no rewrites. Model-independence is not a feature. It is a right.
</p>

<p>
<em>Build, run, update, maintain, and control AI in production, not just the first step. The kind of answer you need at 3am when something breaks.</em>
</p>

<p>
Expand All @@ -36,7 +49,7 @@

<img src="https://raw.githubusercontent.com/rocketride-org/rocketride-server/develop/images/screenshot-ide.png" alt="Build and run AI pipelines inside your IDE" width="100%">

_Design, test, and ship complex AI workflows from a visual canvas, right where you write code._
_Design, run, and observe complex AI workflows from a visual canvas._

<img src="https://raw.githubusercontent.com/rocketride-org/rocketride-server/develop/images/screenshot-sdk.png" alt="Integrate real AI solutions using a simple SDK" width="100%">

Expand All @@ -48,14 +61,14 @@ _Drop pipelines into any Python or TypeScript app with a few lines of code, no i

| Feature | Description |
| :-------------------------------- | :----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| **Visual Pipeline Builder** | Drag, connect, and configure nodes in VS Code — no boilerplate. Real-time observability tracks token usage, LLM calls, latency, and execution. Pipelines are portable JSON — version-controllable, shareable, and runnable anywhere. |
| **Visual Pipeline Builder** | Drag, connect, and configure nodes in VS Code. No boilerplate. Real-time observability tracks token usage, LLM calls, latency, and execution. Pipelines are portable JSON, version-controllable, shareable, and runnable anywhere. |
| **High-Performance C++ Runtime** | Native multithreading purpose-built for the throughput demands of AI and data workloads. No bottlenecks, no compromises for production scale. |
| **50+ Pipeline Nodes** | 13 LLM providers, 8 vector databases, OCR, NER, PII anonymization, chunking strategies, embedding models, and more. All nodes are Python-extensible — build and publish your own. |
| **50+ Pipeline Nodes** | 13 LLM providers, 8 vector databases, OCR, NER, PII anonymization, chunking strategies, embedding models, and more. All nodes are Python-extensible. Build and publish your own. |
| **Multi-Agent Workflows** | Built-in CrewAI and LangChain support. Chain agents, share memory across pipeline runs, and manage multi-step reasoning at scale. |
| **Coding Agent Ready** | RocketRide auto-detects your coding agent — Claude, Cursor, and more. Build, modify, and deploy pipelines through natural language. |
| **Coding Agent Ready** | RocketRide auto-detects your coding agent: Claude, Cursor, and more. Build, modify, and deploy pipelines through natural language. |
| **TypeScript, Python & MCP SDKs** | Integrate pipelines into native apps, expose them as callable tools for AI assistants, or build programmatic workflows into your existing codebase. |
| **Zero Dependency Headaches** | Python environments, C++ toolchains, Java/Tika, and all node dependencies managed automatically. Clone, build, run — no manual setup. |
| **One-Click Deploy** | Run on Docker, on-prem, or RocketRide Cloud (coming soon). Production-ready architecture from day one — not retrofitted from a demo. |
| **Zero Dependency Headaches** | Python environments, C++ toolchains, Java/Tika, and all node dependencies managed automatically. Clone, build, run. No manual setup. |
| **One-Click Deploy** | Run on Docker, on-prem, or RocketRide Cloud (coming soon). Production-ready architecture from day one, not retrofitted from a demo. |

## Quick Start

Expand Down Expand Up @@ -111,12 +124,14 @@ Selecting running pipelines allows for in-depth analytics. Trace call trees, tok

## Contributors

RocketRide is built by a growing community of contributors. Whether you've fixed a bug, added a node, improved docs, or helped someone on Discord, thank you. New contributions are always welcome - check out our [contributing guide](CONTRIBUTING.md) to get started.
RocketRide is built by a growing community of contributors. Whether you've fixed a bug, added a node, improved docs, or helped someone on Discord, thank you. New contributions are always welcome. Check out our [contributing guide](CONTRIBUTING.md) to get started.

<a href="https://github.com/rocketride-org/rocketride-server/graphs/contributors">
<img alt="contributors" src="https://contrib.rocks/image?repo=rocketride-org/rocketride-server&columns=16" width="100%" />
</a>

---

<p align="center"><strong>Anyone can build AI. AIDE is how businesses run it.</strong></p>

<p align="center">Made with ♥ in SF &amp; EU</p>
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