My name is Fredrick i am the CTO at RecruitScout

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Fredrick Odondi • Peerlist

<h3>Loki provides AI agents with the ability to make payments securely and within defined limits. It acts as an MCP server, integrating with M-Pesa via Safaricom Daraja and offering USD virtual cards through Eversend. This allows AI agents to handle transactions such as paying bills, disbursing funds, and making purchases, all while adhering to user-defined guardrails.</h3><ul><li>M-Pesa Integration: Supports STK push payments, B2C payouts, paybill transactions, till payments, and business payments.</li><li>Virtual Cards: Enables the issuance and use of USD Visa or Mastercard virtual cards for subscriptions and cloud bills, with masked card numbers for enhanced security.</li><li>Guardrails and Control: Implements AP2 mandates, per-payment caps, monthly budgets, and allowlists to control agent spending. An account-wide spend policy with daily limits and human confirmation options further enhances security.</li><li>Agent Compatibility: Works with any MCP client, including Claude Desktop, Cursor, Windsurf, and ChatGPT, as well as direct HTTP calls via cURL, Node.js, or Python.</li><li>Tool Catalog: Automatically declares over 22 payment-related tools, eliminating the need for manual OpenAPI schema maintenance.</li><li>Sandbox Tested: End-to-end testing against Daraja and Eversend sandboxes ensures reliability before live deployment.</li></ul>Loki empowers AI agents with payment capabilities, ensuring that all transactions are monitored and controlled according to the rules you set, preventing overspending and unauthorized transactions.

Loki

If you’ve ever lived deep within the Apple ecosystem, you know the magic of Continuity. The ability to copy a link on your iPhone and instantly paste it on your Mac, or use your phone’s camera as a wireless webcam, feels like living in the future. Apple built these features seamlessly into their OS, giving their users a cohesive multi-device experience.But what if you love your Mac, but prefer an Android phone? Out of the box, you get nothing. The wall around Apple's garden is tall, and cross-platform continuity has historically been clunky, relying on a patchwork of third-party apps that drain battery and feel decidedly un-magical.Eunify (<a target="_blank" rel="noopener noreferrer" class="break-all link-break text-gray-500 hover:underline" href="https://github.com/FredrickOdondi/eunify">https://github.com/FredrickOdondi/eunify</a>) changes that.What is Eunify? Eunify is an open-source "Continuity Bridge" designed specifically for users who split their digital lives between macOS and Android. It consists of a native macOS host app (built with Swift and SwiftUI) and an Android client (built with Flutter), tied together by a clever cloud relay system.The goal? To give Android users the exact same seamless, real-time continuity features that were previously exclusive to the Apple ecosystem.Bringing Apple Magic to Android Eunify doesn't just mimic one or two features; it aims to replicate the entire Continuity suite:Universal Clipboard: Copy text or a block of code on your Mac, and it instantly lands in your Android clipboard. Tab &amp; URL Push: Drag a Chrome or Safari tab onto the Eunify Mac app, and it opens instantly on your phone. You can also send links in reverse, from your Android back to your Mac browser. Notification Mirroring: See your Android push notifications appear on your Mac in real-time, complete with actionable quick replies. File Transfer: Drag any file onto the Mac app to send it directly to your Android device via high-speed P2P WebRTC. Continuity Camera: Stream your Android phone's camera feed directly to your Mac to use as a wireless webcam. Biometric Mac Unlock: Tap your fingerprint on your Android phone to unlock your Mac remotely. Media Sync: See what's playing on your Android and control it right from your Mac desktop. How It Works Under the Hood Achieving this level of synergy across fundamentally different operating systems requires a robust technical foundation.The Handshake: It starts with a simple QR code. The macOS app generates a QR code encoding a unique room ID. Scanning this with the Android app connects both devices to the same Supabase Realtime (WebSocket) channel. Signaling: Standard events—like URL pushes, clipboard syncs, and notification mirroring—are securely transmitted as structured JSON payloads over the Supabase cloud relay. Peer-to-Peer Streaming: For heavy lifting (binary data like files and live camera frames), the WebSocket channel is used to negotiate a direct WebRTC DataChannel. This ensures fast, secure, peer-to-peer data streaming without routing massive payloads through a cloud server. Conquering Android Background Restrictions One of the biggest hurdles for an app like this is keeping the connection alive while the mobile app is in the background. Modern Android is notoriously aggressive about killing background processes to save battery.Eunify solves this with a two-layer approach:A Foreground Service keeps the Supabase WebSocket connection alive with a WakeLock. A separate Background Isolate written in Dart re-initializes the connection independently, handling message delivery even if the main UI is completely killed by the OS. (It even employs clever workarounds, like using FlutterForegroundTask to briefly trampoline the app to the foreground on Android 10+ just to bypass background clipboard-writing restrictions.)Get Started If you're tired of emailing yourself links and want to bring your Android device into your Mac's ecosystem, Eunify is open source and ready to try.Check out the code, read the full protocol design, and download the latest releases directly from the GitHub repository:Explore Eunify on GitHub: <a target="_blank" rel="noopener noreferrer" class="break-all link-break text-gray-500 hover:underline" href="https://github.com/FredrickOdondi/eunify">https://github.com/FredrickOdondi/eunify</a><a target="_blank" rel="noopener noreferrer" class="break-all link-break text-gray-500 hover:underline" href="https://apkpure.com/eunify/com.eunify.client">https://apkpure.com/eunify/com.eunify.client</a>

Eunify

This project is an evolving n8n-based AI workflow automation system designed to streamline invoicing and marketing outreach. It dynamically generates invoices by pulling data from the dataset, then leverages that data to craft compelling marketing emails and deliver invoices to clients. The solution is built to enhance efficiency and accuracy across finance and marketing workflows.Core Features<ul><li>Automatic Invoice Generation:<ul><li>Fetches relevant financial and client data from the dataset.</li><li>Generates accurate, compliant invoices on demand.</li></ul></li><li>Dynamic Marketing Email Crafting:<ul><li>Uses dataset insights to draft targeted marketing emails.</li><li>Personalizes content to improve engagement and conversion rates.</li></ul></li><li>Invoice Delivery Automation:<ul><li>Automates the sending of invoices to customers via email or preferred channels.</li><li>Tracks delivery status and receipt confirmations.</li></ul></li><li>Web Interface with AI Enablement:<ul><li>User authentication and secure access.</li><li>A welcoming AI Assistant to guide users through tasks.</li><li>Five worker AI agents to handle parallel tasks, improving throughput and reliability.</li></ul></li><li>Employee AI Assistant Ecosystem:<ul><li>An integrated suite of AI agents designed to support routine workflows.</li><li>Reduces manual effort and accelerates task completion.</li><li>Provides actionable insights and proactive suggestions to staff.</li></ul></li></ul>Architecture &amp; Workflow<ul><li>Data Layer: Centralized dataset repository containing client, invoice, and marketing data.</li><li>Automation Layer (n8n): Orchestrates end-to-end workflows for data retrieval, invoice generation, email composition, and delivery.</li><li>AI Layer:<ul><li>AI Assistant: Guides users, answers questions, and assists with tasks.</li><li>Worker AI Agents: Five specialized agents handling concurrent subtasks (e.g., data extraction, invoice formatting, email drafting, QA checks, and delivery tracking).</li></ul></li><li>UI Layer: Web interface with login, dashboards, and conversational AI interactions.</li></ul>Benefits<ul><li>Increased Operational Efficiency: Parallel AI agents reduce processing time and manual effort.</li><li>Improved Data Accuracy: Automated data extraction and validation minimize human error in invoicing.</li><li>Enhanced Customer Engagement: Tailored marketing emails improve open and conversion rates.</li><li>Scalable Automation: Modular AI agents and workflows support growing workloads.</li></ul>What’s Next / Ongoing Work<ul><li>Expand agent capabilities (e.g., error handling, retry logic, and audit trails).</li><li>Implement additional security and role-based access controls.</li><li>Optimize SEO-friendly documentation and onboarding materials.</li><li>Integrate analytics dashboards to monitor performance metrics (delivery times, email engagement, invoice accuracy).</li></ul>