The AI-Native Device Platform

Daily Research & News Digest Aggregator

Every Domain. Summarized. Delivered. Daily.

Staying current across multiple technical domains requires checking dozens of sources — every day. A daily aggregation pipeline fetches, filters, summarizes, and delivers a curated digest to your inbox before work starts.

Smart Automation Framework All Use Cases Plans
The Problem
The Information Is Available. Acting on It Is the Problem.

Staying current across multiple technical domains — cloud infrastructure, AI, healthcare IT, security — requires checking dozens of sources daily. Most people do not manage this consistently. Important research gets missed, relevant news goes unseen, and the "read later" pile becomes infinite. Existing RSS readers surface everything without filtering, prioritizing, or summarizing for your specific context.

Information Overload at Scale

Dozens of sources, hundreds of items daily. RSS readers surface everything without context — so nothing gets properly read, and important research is missed systematically.

The "Read Later" Pile Never Empties

Without prioritization and summarization specific to your context, the bookmark pile grows indefinitely and delivers no intelligence at all.

How awaBerry Smart Automation Helps
Curated Intelligence. Delivered Before You Start Work.
RSS + arXiv aggregation with Gemini Flash Lite summarization — at a fraction of a cent per day.

The Smart Automation Framework generates a daily aggregation pipeline that fetches from your configured RSS feeds and arXiv queries, filters for the last 24 hours, summarizes each relevant item in three sentences using Gemini Flash Lite, and delivers a clean HTML digest to your inbox before your day starts. You define the feeds and topics once; the AI engine writes the full pipeline from your description.

Step 1 — Describe Your Sources and Topics

Write a setup prompt specifying your RSS feed URLs file, arXiv topic keywords, digest output directory, and optional SMTP credentials for email delivery.

Step 2 — AI Generates the Aggregation Pipeline

Gemini CLI generates a Python pipeline using feedparser and arxiv, with Jinja2 HTML templating and Flash Lite summarization integrated for each article — all wired together automatically.

Step 3 — Curated Digest Arrives Before Work

Scheduled daily at 6:30 AM. Each article receives a tight 3-sentence summary — enough to decide whether to read further. The compiled HTML digest is saved and optionally emailed. Token cost: a fraction of a cent per day.

Setup & Configuration
Your Topics. Your Sources. Delivered Every Morning.
Example Setup Prompt
"Fetch RSS feeds listed in $FEED_URLS_FILE and query arXiv for papers matching keywords in $TOPICS_FILE. Filter items published in the last 24 hours. For each relevant item, use Gemini Flash Lite to generate a 3-sentence summary. Compile all summaries into $DIGEST_DIR/digest_YYYY-MM-DD.html and optionally send via SMTP using $MAIL_ENV."
Environment Variables
VariableExample Value
FEED_URLS_FILE/home/user/feeds.txt
TOPICS_FILE/home/user/topics.txt
DIGEST_DIR/home/user/digests
MAIL_ENV/home/user/.secrets/smtp.env
Token Economics

Setup (one-time)

~8,000 tokens to generate the full aggregation and email pipeline.

Per Article

~100–200 tokens via Flash Lite for the 3-sentence summary.

Daily Total

~2,000–5,000 tokens — a fraction of a cent at current pricing. Runs indefinitely.

Summary
Read What Matters. Filter Out Everything Else.

Staying informed at depth across multiple domains is only tractable with a curated, automated feed. The awaBerry Smart Automation Framework builds one from your exact topic list — summarized, filtered to the last 24 hours, and delivered before you start work. You read what matters; everything else is filtered out automatically.

Products
Explore What awaBerry Offers
Products
awaBerry Anywhere
The all in one tool for any device connection — secure and easy

awaBerry Anywhere is a zero-trust remote access platform that gets any device — cloud server, laptop, or SoC hardware — securely accessible from anywhere in minutes. No VPNs, no open inbound ports, no complex configuration or additional remote connection software. Works on any MAC - yes even an old Apple macbook from 2012. Works on any Ubuntu / Debian / Redhad based LINUX. Works on any Windows which supports the Windows Subsystem for Linux (WSL).

Connect Devices

Flexible onboarding for any hardware — in any environment.

#Linux #macOS #Server #Docker containers #SoC devices #True Headless Device Installation #Windows #Bespoke OS installation #Shared device access
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Secure Remote Access

Full control and activation via the awaBerry web dashboard.

#Web SSH #Anywhere Shell #Zero-Trust Port Forwarding #No VPN #Remote Desktop (VNC/RDP) #Securely Connect To Any Port #NoOpenFirewallPorts #Web-based file transfer #Zero-Trust #Web-to-local
Read more →
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For young makers and students, the barrier between a working local project and a remotely accessible device has always been networking complexity. awaBerry Anywhere removes…
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Remote research infrastructure is only as reliable as the ability to maintain it from a distance. awaBerry Anywhere gives field researchers the same level of…
The Remote Developer: Your Office Machine, Anywhere in the World

The promise of remote work breaks down when heavy workloads require physical proximity to hardware. awaBerry Anywhere closes that gap — your office machine is…
The Network Admin: Reach Any Local Web UI From Anywhere

Zero-Trust Port Forwarding access transforms every internal web interface into a securely reachable remote resource — without touching firewall rules or building per-site VPN infrastructure.…
Help a Friend: Remote Support Without the Setup Hassle

Technical support between friends and colleagues should not require a 20-minute setup ritual. awaBerry Anywhere makes the helper's experience frictionless and keeps the person being…
The Home Lab Admin: One Dashboard for Your Entire Lab

A home lab should be a joy to run, not a second job in network administration. awaBerry Anywhere gives a permanent, reliable, zero-maintenance window into…
The Freelancer On the Move: Your Workstation, Always Within Reach

For freelancers whose work is compute-intensive, awaBerry Anywhere offers a third option: leave the power at home, and take reliable remote access everywhere.…
The IoT Fleet: Manage Edge Devices at Scale Without a VPN Gateway

Industrial IoT deployments live or die by maintainability. awaBerry Anywhere replaces complex VPN infrastructure with a lightweight agent that turns every edge device into a…
The Research Team: Share a Device Without Sharing Credentials

Shared research hardware should not mean shared credentials and shared accountability gaps. awaBerry Anywhere gives each team member their own secure, auditable access path —…



Version 2 Released
New in Version 2

Smart Automation Framework

Describe what you want in plain English — awaBerry generates the script once using AI, then runs it on your devices forever at zero token cost.

Plain-English Instructions Google Gemini CLI Zero Ongoing AI Token Cost Task Scheduler Runs Locally on Your Devices Fleet-Wide Orchestrator
Device-access as a Service

The Agentic API

Expose your registered devices to AI agents, scripts, and collaborators via encrypted tunnels — precisely scoped, zero-trust access, no open ports.

Programmatic Device Access Encrypted Zero-Trust Tunnels AI Agent Integration Precisely Scoped Permissions Works with Any Script or Webhook No Open Ports Required
Secure device access from anywhere

awaBerry Remote

Full remote access to any of your devices — directly from your browser. Zero trust, no VPN, no open firewall ports.

Web SSH Terminal Smart Terminal Remote Desktop (VNC & RDP) Zero-Trust Port Forwarding Web-based File Browser End-to-End Encrypted
20% OFF with code
Version2Released

Copy code, select plan and register — and in checkout paste the code

Commercial usage Private and research
Discount offer is valid until 31.05.2026



Products
awaBerry Device Automation
From Plain English to Fully Autonomous Execution.
awaBerry Device Automation
AI-native automation platform

awaBerry Automation is the combination of two tightly integrated products that together form a complete, AI-native automation platform.

#Local Execution #Gemini CLI #Gemini CLI GUI #Zero Token Cost #Agentic API #AI-Powered Automation #Encrypted Tunnels #Device Fleet #Plain English #Scheduled Tasks #Device-access-as-a-Service

Smart Automation Framework

Uses the Google Gemini CLI to translate plain-English instructions into executable scripts — run on your local devices on a schedule. AI tokens are spent exactly once to generate the logic; every subsequent execution costs nothing.

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Use Cases Show all use cases →

The Agentic API — Secure, programmatic device access

Secure, zero-trust device access as-a-service. Exposes your registered devices to programmatic access via encrypted tunnels — grant AI agents, scripts, or collaborators precisely scoped access.

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The Power of Combination — Intelligence meets reach

Fundamentally different: a complete, AI-native automation platform — across every device you own, anywhere in the world.

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Use Cases Show all use cases →
Plans
Start for Free. Scale as You Grow.

Business

Automate operations, manage fleets, and enable secure remote work for your entire team.

Try for Free

Private

Access your home devices, automate personal tasks, and share access with family — for free.

Freemium Plan Available

Research

Access lab hardware, automate data collection, and collaborate across institutions.

Request Free Usage

Your personalized research feed, every morning

Define your sources and topics once. The framework delivers intelligence daily.

Smart Automation Framework All Use Cases View Plans