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Nelieo NSP
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About Nelieo NSP
Nelieo NSP provides a direct process memory substrate that enables AI agents to interface with running applications at the memory level, bypassing traditional UI automation methods. The tool hooks into active application runtimes such as V8 for JavaScript, JVM for Java, and CLR for .NET, transforming packaged binaries into deterministic, machine-readable APIs. By extracting structured state from application memory as a graph of objects, it allows for direct execution of internal functions with minimal latency. This approach eliminates the need for visual scraping, DOM parsing, or pixel-based interactions, which reduces token consumption and mitigates risks associated with UI drift. Nelieo NSP is designed for scenarios requiring precise, low-latency interactions with applications like Chrome, Java IDEs, or .NET applications, where reading memory state and invoking functions directly is more efficient than traditional automation methods. It serves developers and organizations seeking to integrate AI agents with existing software systems without relying on brittle UI automation techniques.
Key features
- Heap extraction and object graph traversal
- Direct function invocation via memory hooks
- Zero DOM or UI dependencies
- Real-time execution logging with audit trail
- Cross-runtime compatibility (V8, JVM, CLR)
- Structured Semantic Fields (SSF) for memory parsing
- Live telemetry and benchmarking
- Python SDK for agent integration
Use cases
- Automating email management in Gmail via Chrome memory
- Extracting structured data from Java applications without UI scraping
- Executing internal functions in .NET applications for workflow automation
Pros
- Direct memory access without UI automation
- Supports multiple runtimes (V8, JVM, CLR)
- Low-latency execution (~11ms average)
- Structured JSON state extraction
- Deterministic execution with 95%+ accuracy
Cons
- Windows-only (download for Windows)
- No explicit support for mobile or non-desktop environments
- Requires attaching to running processes
Frequently asked questions about Nelieo NSP
What is Nelieo NSP and what does it do?
Nelieo NSP is a direct process memory substrate that enables AI agents to interface with running applications at the memory level, bypassing UI automation. It hooks into active runtimes like V8 for JavaScript, JVM for Java, and CLR for .NET, converting binaries into deterministic, machine-readable APIs.
Who should use Nelieo NSP?
The tool is designed for developers and organizations building AI agents that need reliable, low-latency interaction with applications without relying on brittle UI automation or visual scraping methods.
How does Nelieo NSP avoid UI drift vulnerabilities?
By directly accessing application memory, Nelieo NSP eliminates dependencies on UI elements, DOM parsing, or pixel-based interactions, ensuring consistent performance even when UI elements change or move.
What runtimes does Nelieo NSP support?
Nelieo NSP supports major runtimes out of the box, including V8 (Chrome, Node.js), JVM (Java, Kotlin), and CLR (.NET, C#), as well as native compiled applications.
How do I get started with Nelieo NSP?
Users can download Nelieo NSP for Windows and begin attaching to active application runtimes using the provided SDK. The tool offers a Python SDK and supports real-time agent task execution with full audit trails.
Does Nelieo NSP require visual rendering or DOM parsing?
No, Nelieo NSP operates without visual rendering or DOM parsing, extracting structured state directly from application memory as a graph of objects and executing internal functions with low latency.
