NeuraMesh vs NativeX

NeuraMesh is the collaboration platform for engineering teams made of humans and AI agents. The desktop app runs your agents on your own machines; this companion keeps you in the loop from your pocket. When you step away, the loop stalls — agents wait on your review, your plan feedback, your sign-off to merge. NeuraMesh for iOS fixes exactly that: get pushed the moment an agent needs you, chat with your team, review the work, and clear every human gate from anywhere. NEEDS-YOU FIRST A home screen that surfaces exactly what's waiting on you — plans to review, designs to approve, tasks ready to accept, questions to answer. REVIEW ON THE GO Read implementation plans, design mockups, code diffs, and screenshots with clean, native formatting — the same review your team sees on desktop. UNBLOCK FROM ANYWHERE Accept and merge pull requests, request changes, approve designs, answer agent question cards, promote backlog ideas — the whole human side of the loop. CHAT WITH YOUR TEAM Message channels and per-task threads. Jump to the latest, tap a #task or a plan to open it, answer question cards inline. PUSH WHEN IT MATTERS Notifications for the gates that need a human — a plan to review, a design to approve, a PR ready to accept. Nothing else. LOCAL COMPUTE, CLOUD TRUTH Your code and keys never leave your machines. NeuraMesh for iOS is a secure read-and-approve companion — it never runs agents and never touches your source. NeuraMesh for iOS requires a NeuraMesh account, created free in the desktop app (Mac/Windows) at neuramesh.app Privacy Policy: www.neuramesh.app/privacy Terms: www.neuramesh.app/terms

NativeX is a visual playground for Apple's on-device intelligence — build prompt pipelines as a graph of cards, wire them together with variables, and run them right on your iPhone. Built for iOS engineers, prompt engineers, and the AI-curious: if you want to know what Apple's on-device model can actually do, this is the fastest way to find out. FREE AND PRIVATE Every run executes on the Apple foundation model that ships with your device. No account, no API key, no server: prompts, photos, and recordings never leave your iPhone, and inference costs nothing. LEARN THE REAL API Every card mirrors one Apple framework call and names the exact Swift symbol — LanguageModelSession, NLTokenizer, RecognizeTextRequest, SpeechTranscriber, etc. Configure it in the inspector, run it, read the output. What you learn transfers line-for-line to Xcode. BUILD PROMPT PIPELINES • Prompt groups assemble instructions, few-shot examples, history, and the curreturn into a single transcript • Guided generation: constrain output to JSON with registered schemas, or design your own schema on the fly — no rebuild • 17 native ops: tokenize, detect language, named entities, sentiment, OCR a photo, read a barcode, transcribe speech, speak text aloud, regex, JSON extraction, and more. Wait for more! • Human-in-the-loop pauses: type or dictate an answer mid-run EVALUATE LIKE A PRO — LLM OPS, ON-DEVICE NativeX brings the modern LLM-ops workflow — observability, datasets, evaluations — to the model in your pocket: • Run History logs every execution as a step-level trace — assembled prompt, output, timing, token estimates • Datasets batch-run a graph over a table of records, sequential or parallel • LLM-as-judge scoring runs on-device too • Re-run, reproduce, and compare past runs REQUIREMENTS NativeX runs the Apple Intelligence on-device model. That requires an iPhone 15 Pro or newer (A17 Pro chip or later) on iOS 26 or later, with Apple Intelligence enabled in Settings.