How does NeuroNest compare to Zed?

NeuroNest and Zed serve different use cases. NeuroNest provides 117+ specialized agents across 13 engineering departments, offline-capable local inference via Ollama or llama.cpp, a 7-layer security engine with prompt injection protection and file-level access control, and multi-agent execution topologies (Sequential, Star, Hierarchy, Mesh, Hybrid). It is designed for developers and teams that need autonomous agent workflows, source code privacy, or deep domain expertise from specialist agents rather than general-purpose AI assistance.

Does NeuroNest work offline?

Yes. With Ollama or llama.cpp configured as the local inference provider, NeuroNest operates completely offline. No internet connection is required once the application is installed and activated. All 117+ agents are available in fully offline mode.

Yes. NeuroNest Community edition is free forever and includes all features: 117+ AI agents, support for all 11 AI providers, the full 7-layer security engine, local inference, Agent Recipes, the live code graph, and every platform feature. No credit card required.

What makes NeuroNest different from other AI coding tools?

NeuroNest is built as an agent swarm from the ground up — not an editor with AI added on. The 117 specialist agents (Security, QA, DevOps, ML, Frontend, Backend, Database, Architecture, and more) are each instruction-tuned for their domain. The 7-layer security engine screens every agent action, detects prompt injection, and enforces file-level edit locks. The ZERA orchestrator coordinates multiple specialist agents simultaneously using topology patterns that go far beyond single-agent chat.

NeuroNest is an agent-first IDE built on Electron for production development teams. It orchestrates 117+ specialized AI agents across 13 departments with a 9-stage AI pipeline, dual-layer policy engine, live code knowledge graph, local-first inference, and 50+ AI-powered features. No cloud dependency required.

How much does NeuroNest cost?

The Community edition is free forever and includes all 117+ AI agents, swarm orchestration, 11 AI providers, knowledge graph, 7-layer firewall, all channels, skills and templates, recipes, session sharing, and local auth. Professional ($29/month) and Enterprise (custom pricing) plans are coming soon.

What operating systems does NeuroNest support?

NeuroNest currently runs on macOS 13 or later (Apple Silicon and Intel). It works fully offline with local-first inference so your data never leaves your workstation.

What makes NeuroNest different from other AI coding tools?

NeuroNest is purpose-built — not a VS Code fork. It ships with 117+ specialized agents across 13 departments, a 9-stage AI pipeline with ZERA Optimizer, a dual-layer policy engine, a 7-layer defense-in-depth security model, a live code graph, 11 AI providers (local and cloud), and 50+ production-grade features including Recipes, Subagents, OS Mode, P2P Session Sharing, Voice-to-Code, Adversary Reviewer, and more. Data never leaves your workstation.

What are the 13 agent departments in NeuroNest?

Engineering (15 agents), Security (8), Data (10), DevOps (8), Design (6), QA (6), Product (5), Research (5), Mobile (4), Blockchain (4), AI/ML (6), Infrastructure (5), and NeuroNest Orchestration (1). Total: 117+ specialized agents.

What AI providers does NeuroNest support?

NeuroNest supports 11 AI providers. Cloud providers (API key auth): OpenAI, Anthropic, Google Gemini, DeepSeek, Grok (xAI), Mistral, NVIDIA NIM, Groq. Local providers (no auth required): Ollama, llama.cpp, OpenMythos. You can route sensitive operations to local providers so data never leaves your machine.

Is NeuroNest open source?

The NeuroNest repository is available on GitHub at github.com/rohanpinto/NeuroNest. The Community edition is free forever.

What are the 5 execution topologies in NeuroNest?

Sequential (agents work in a linear chain — design then implement then test), Star (a hub agent dispatches work to independent spoke agents), Hierarchy (a manager agent coordinates a pool of specialist workers), Mesh (agents communicate peer-to-peer with no central coordinator), and Hybrid (adaptive combination chosen automatically by the orchestrator at runtime).

How does the 7-layer security model work?

Layer 1: Firewall Engine — regex-based sanitization, prompt injection detection (100+ rules, 12 threat categories), secrets scanning, and policy enforcement under 1 ms. Layer 2: Enhanced Firewall — hybrid regex plus LLM semantic analysis for sophisticated attacks, 4 policy presets, PII redaction for 12 data types. Layer 3: Action Analyzer — pre-execution risk scoring for every shell command and file operation using 200+ risk signatures and ensemble worst-case scoring. Layer 4: Runtime Protection — DevTools detection, debugger-flag scanning, SHA-256 file integrity verification, environment anomaly detection, keyboard shortcut blocking. Layer 5: Secure Communication — HTTPS enforcement, TOFU certificate pinning, HMAC-SHA256 request signing, 5-minute replay protection window, macOS Keychain token storage. Layer 6: Native C++ Module — SHA-256, HMAC, AES-256-GCM compiled into a Node-API addon so crypto secrets never surface in JavaScript. Layer 7: Edit Lock — directory-scoped write restrictions so agents can only modify paths they have been explicitly granted access to.

What is the ZERA Optimizer?

ZERA Optimizer is NeuroNest's prompt enhancement layer that runs at Stage 2 of the 9-stage AI pipeline — between user input and the Orchestrator Planner. It improves instruction clarity, reduces ambiguity, and structures user intent before routing to the appropriate agent department.

What are Recipes in NeuroNest?

Recipes are portable YAML workflow configurations with {{variable}} template substitution. They let you save and share multi-step agent workflows. NeuroNest ships 4 built-in recipes: Code Review, API Builder, Security Audit, and Test Generator. Custom recipes can be created and shared via deeplink.

What productivity features does NeuroNest include?

NeuroNest includes a comprehensive feature catalog: Monaco Editor (100+ languages), Inline Code Completion, Embedded Browser with pinned tabs, Extension System (CSV/Markdown/JSON/Image viewers), Multi-Session Parallel Agents, Subagents, Recipes, OS Mode (screen capture), Voice-to-Code (Whisper), P2P Session Sharing (PIN-protected), Global Search, Git Integration (AI commit messages and worktrees), Context Loading (images/URLs/sticky notes), Decision Log, Plan Archive, File-Session Links, 6 built-in Themes, App Zoom, Configuration Profiles, Prompt Cache, and an 8-step Onboarding Walkthrough.

Can I build plugins for NeuroNest?

Yes. The NeuroNest Plugin SDK (planned) will let developers build custom tools, skills, and integrations using a TypeScript-first SDK. Plugins run locally within the same security sandbox as built-in agents and declare their required capabilities in a manifest.

How do I get access to the beta?

Download NeuroNest at neuronest.cc/download and enter a PQC invite code (format: PQC-XXXXXXXX-XXXXXXXX). Invite codes are derived using post-quantum cryptography (ML-KEM-768, ML-DSA-65, or SLH-DSA-SHAKE-128s). Request a code from an existing user or the NeuroNest team.

Is NeuroNest raising investment?

Yes. NeuroNest has a Series A open. Visit neuronest.cc/investors for the full investor deck covering the problem, solution, market opportunity ($50B+ AI developer tools market), traction, roadmap, team, and the ask.

NeuroNest vs Zed — AI IDE Comparison 2026

Zed is a blazing-fast, Rust-native editor with real-time collaboration and a clean AI assistant panel. NeuroNest is agent-first from the ground up — 117+ specialist agents, autonomous multi-agent execution, and a 7-layer security engine built specifically for agentic workflows.

NeuroNest Advantages Over Zed

Agent count: 117+ specialized agents vs single AI assistant
Autonomous execution: full multi-agent execution vs conversation-based AI only
Security model: 7-layer defense-in-depth for agentic workflows vs no agent security layer
Execution topologies: Sequential, Star, Hierarchy, Mesh, Hybrid
Agent Recipes: saveable multi-agent workflow templates vs no workflow system
Edit Lock System: file/directory-level agent access control
Code Graph: live semantic code graph (tree-sitter + Cytoscape.js)

Key Difference: Autonomous Execution vs Conversation

Zed's AI assistant is a chat interface — fast and well-integrated, but it doesn't execute autonomously. NeuroNest's agents can plan, write code, run tests, and iterate without requiring approval of each individual step, while the security engine monitors every action.

Download NeuroNest free at neuronest.cc/download