Angarus ☀️⚡️

@hugomercierooo CLONE

The movement is on. So today, we’re launching 𝗧𝘄𝗶𝗻’𝘀 𝗖𝗼𝗺𝗺𝘂𝗻𝗶𝘁𝘆: twin.so The place to discover and clone agents built by the community To kick it off, ladies and gentlemen Meet 𝗠𝗮𝗿𝗴𝗮𝗿𝗶𝘁𝗮 𝗠𝗮𝗻 & 𝗣𝗼𝗼𝗹 𝗕𝗼𝘆 RT this thread + comment “CLONE” 👇 We’ll DM you free credits to clone your first agent

I'm claiming my AI agent "RootExplorer" on @moltbook 🦞 Verification: cave-T4QN

Powerful words

@paulswaney3 I'd love to read this

Why would you pay 3Gs for that Here’s my pdf copy for free Just comment and repost and I’ll send you a copy

@erichustls Shadow

If you want to build something that runs without you and actually protects your family's future... DM me "Shadow" and I'll show you how.

My CPA charges $800/hour. He recently asked me, “If you die tomorrow, can your family even log into your bank account?” I couldn’t stop thinking about it. Then he showed me these 4 things that rich people always have ready:

@erichustls Ready

If you want to learn how to build a business that: • Leverages AI • Is completely faceless • Makes money while you sleep DM me "Ready" & I'll show you how to do it.

3. Building Apps and MVPs " You are a no-code technical architect combining the approaches of: - Pieter Levels (rapid shipping, revenue-first validation, solo building) - Ben Tossell (no-code tool expertise, community-driven validation) - Arvid Kahl (audience-first product development, bootstrapper mindset) - Design MVP architectures using no-code/low-code tools (Bubble, Glide, Softr, Airtable, Zapier, Make, Webflow) - Map user flows and database structures - Recommend optimal tool stacks for specific use cases - Provide step-by-step implementation roadmaps - Identify technical constraints and workarounds - Ship imperfect MVPs in days, not months - Prioritize core value delivery over feature completeness - Design for real user feedback, not imagined requirements - Build with revenue validation in mind - Keep complexity minimal until proven necessary For each product request: 1. Clarify the core problem being solved and target user 2. Identify the minimum feature set for validation 3. Recommend specific tools and their rationale 4. Break down into sequential build steps with time estimates 5. Define success metrics and feedback collection mechanisms Ask for every recommendation: - Could Pieter launch this over a weekend? - Are we using the simplest tool that works? - What's the fastest path to revenue validation? - Can users accomplish their core goal in < 3 steps? Provide: - Technical architecture diagram (tool choices + data flow) - Database schema (tables, fields, relationships) - Implementation checklist with time estimates - Tool-specific tips and common pitfalls - Launch checklist and validation metrics "

@carlvellotti Antigravity

Google's Cursor competitor: FREE! My course for you to learn: FREE! My holiday gift to you 🎁 [⚠️ Comment "Antigravity" & I'll send you the link] Antigravity is Google's answer to Cursor. It's an AI tool that works directly on your device. Not just for developers! For ANYONE who works with text. It's 100% free right now. Access to Gemini 3 Pro. Even Claude Opus 4.5 (!) Use Nano Banana Pro right in the chat. No subscription. No trial. No credit card. This won't last forever. I've been teaching Cursor to PMs for months. But Cursor costs $20/month. Antigravity removes that barrier completely. So I rebuilt the entire course for AG. It's an Antigravity course taught IN Antigravity. So everything you do is directly applicable! The AI IN the tool is your teacher. What you'll learn: → Write PRDs with AI assistance → Analyze CSV data and survey results → Create strategy documents → Build reusable templates and workflows But here's what most people don't realize: This isn't just for PM work. The real reason I wanted to get this out today... On-device AI assistants are useful for LIFE: 🔹 Want to reorganize your files? 🔹 Rename hundreds of photos? 🔹 Clean up your Downloads folder? 🔹 Convert documents between formats? 🔹 Troubleshoot why something isn't working? Just open the files and ask. Talk to it like a person. I spend all day in these tools now. I've never been so productive. Or had so much fun. AI in a browser is like wearing a straightjacket. This is a terrible day for a launch. But I genuinely want to free you! You've been meaning to learn this stuff. You've got the time. The course is free. The tool is free. No excuses! This is my gift to you. Happy Holidays 🌲 👉 Repost + comment "Antigravity" & I'll send you the link

@calcsam BOOK

last month we wrote a new agents book: patterns for building ai agents it has everything you need to take your agents from prototype to production, like agent design patterns, the basics of security, etc reply to this tweet with BOOK and we'll dm you so you can get a copy

@DBVolkov Here is the link: github.com/cloudcommunity…

This paper is a review of how Wireless Body Area Networks (WBANs) are being implemented using Android smartphones, showing how smartphones have become central hubs for monitoring the human body through wearable/implantable sensors. It explains that WBANs consist of low-power sensors placed on, worn around, or attached to the body to measure vital signs, activities, or environmental data, which are then wirelessly transmitted—most commonly via Bluetooth or BLE—to Android phones for processing and further communication. By surveying prior research, the authors show that most Android-based WBAN systems focus on medical and healthcare applications, such as ECG monitoring, blood pressure measurement, epidemic control, fall detection, and Parkinson’s tremor analysis, while a smaller portion targets non-medical uses like activity recognition, step counting, and pedestrian navigation. Overall, the paper concludes that Android’s open-source ecosystem, built-in sensors, and wireless capabilities make smartphones a powerful, flexible, and cost-effective platform for WBAN development, capable of acting as sensor nodes, data processors, gateways, and alert systems for both healthcare and everyday applications Below is a detailed, section-by-section overview of the PDF “The Emerging Wireless Body Area Network on Android Smartphones: A Review” researchgate.net/.../322705706_…... What this paper is: A literature review paper published in IOP Conference Series: Materials Science and Engineering (AASEC 2017), reviewing how Wireless Body Area Networks (WBANs) are being implemented using Android smartphones. Main goal: To summarize existing WBAN research that uses Android phones, focusing on: Purpose of the system (medical vs non-medical) Types of sensors used Android devices involved (smartphones, smartwatches) Connectivity methods (Bluetooth, BLE, Wi-Fi) Abstract The abstract states that society is entering an era where human bodies can be digitally monitored. WBANs consist of sensors worn on, attached to, or implanted in the body to monitor health and activity. The paper reviews WBAN research specifically using Android smartphones, analyzing: Device purpose Sensor types Android hardware Connectivity methods Key takeaway: Most studies focus on healthcare monitoring, but Android smartphones are shown to be powerful WBAN platforms, capable of processing sensor data and acting as gateways or even sensor nodes themselves . 1. Introduction This section explains what WBANs are and why they matter. Key points: WBANs are collections of low-power sensors (nodes) attached to or placed in the human body. Sensors monitor vital signs, activities, or environmental parameters. Data is processed and transmitted wirelessly for further analysis. WBANs are a specialized form of wireless sensor networks (WSNs). Standards mentioned: IEEE 802.15.4 IEEE 802.15.6 Bluetooth Low Energy (BLE) These standards emphasize: Low power consumption Low cost Low data rates Safe operation on or in the human body Role of smartphones: Smartphones act as gateways or sinks for WBAN nodes. Many smartphones already include sensors (accelerometer, gyroscope, heart-rate sensor). Android’s open-source nature makes it ideal for WBAN development. Connectivity options include Bluetooth (most common) and Wi-Fi when higher data rates or longer range are needed. The section concludes by stating the paper’s intent: to categorize and analyze Android-based WBAN research to guide future researchers . 2. Android-Based WBAN for Medical Purposes This is the largest and most important section, showing that medical monitoring dominates WBAN research. Main medical applications reviewed: Epidemic control Uses vital signs (heart rate, temperature) and social interaction data Predicts and tracks disease spread using smartphone-based WBANs Blood pressure monitoring Uses pressure sensors and Bluetooth Android phone receives and displays data Accuracy compared against medical-grade devices (>97%) E-health platforms Integration of smartphones, smartwatches, and tablets Measures heart rate, breathing rate, and body temperature Provides workout or health recommendations Emergency monitoring systems ECG, heart rate, temperature sensors Alerts via SMS, email, buzzer during critical conditions Antenna design for WBAN Focus on low-cost antennas integrated with ECG sensors Designed specifically for reliable on-body communication ECG monitoring for cardiac conditions Continuous ECG monitoring Alerts sent to doctors and hospitals Non-contact wearable health devices ECG, temperature, accelerometer, BLE Fall detection and emergency alerts Parkinson’s disease monitoring Uses accelerometer and gyroscope data from smartwatches Android phone acts as central data collector Quantifies tremors to identify disease stage Key takeaway: Android smartphones are used as: Data collectors Data processors Communication hubs Alert systems for emergencies 3. Non-Medical Android-Based WBAN This section shows WBAN use beyond healthcare, focused on daily life and activity tracking. Non-medical applications: Step counting Uses smartphone accelerometers Designed to work regardless of how the phone is carried Activity recognition Uses smartwatch accelerometer and gyroscope Continuous authentication for security Pedestrian navigation Uses accelerometer, gyroscope, magnetometer, and barometric pressure Enables accurate 3D indoor/outdoor navigation Key point: Android smartphones and wearables can accurately interpret human motion and behavior, making them suitable for lifestyle, security, and navigation applications . 4. Results and Discussion This section synthesizes the reviewed studies. Main findings: WBAN research falls into two categories: Medical Non-medical Android is capable of: Handling WBAN network algorithms Managing communication between sensors, users, and servers Smartphones serve as: Gateways Sensor nodes Data processing units Table 1: Summarizes all reviewed studies by: Year Author Category Purpose Sensor types Devices used (smartphone, smartwatch) This table clearly shows the dominance of medical monitoring in Android-based WBAN research . 5. Conclusion The conclusion states that: WBANs represent a new paradigm in healthcare and lifestyle monitoring. Android’s popularity and open-source nature accelerate WBAN development. Android smartphones are validated as: Reliable WBAN platforms Alternatives to dedicated medical gateways Future WBAN systems can increasingly rely on smartphones for real-time, mobile, body-centric sensing .

I had a young man stop me in the street when I was walking who said he followed my advice made $80,000 in sales but stopped because it wasn’t his passion. He asked me “what should I do with my life?” I didn’t have time to answer him then so I’ll say this: Most people think following your passion means doing something you love, but that’s not true. It means loving the outcome enough that you were willing to endure suffering in order to achieve it. And it’s usually because people don’t understand what the word passion means. Passion comes from the Latin root of passio, which means suffering and endurance. Ex: the Passion of Christ (his crucifixion story). So of course the young man who stopped me didn’t love taking sales calls all day. Almost no one does. But no matter what your “passion “is you’re going to have to do way more stuff that you hate in order to pursue it. So thinking about the percentage of your day you dedicate to doing things you love is a very poor measure of whether or not you are pursuing your passion. And I think simply clarifying that for people who are on their search for what they want to do with their life might make all the difference between picking a goal worth suffering for vs jumping from fleeting interest to fleeting interest until the work becomes hard and never really making progress. If you aren’t willing to suffer for it, your love is weak.

🚨🇺🇸 BREAKING: FDA LAUNCHES INVESTIGATION INTO COVID VACCINE-RELATED DEATHS ACROSS ALL AGE GROUPS The U.S. government is now officially probing whether COVID-19 vaccines may be linked to deaths in people of various ages. This marks the most serious federal review of vaccine safety since mass rollouts began. After years of mandates and censorship, the questions can no longer be ignored. Source: Reuters

This is quite massive Mistral has just released two open-source models including 'Devstral Small 2' which: - Has only 24B parameters (28x smaller than DeepSeek 🤯) - Can run LOCALLY on a laptop - Is competitive with much larger models for coding So basically everything you need for 100% privacy and unlimited vibe coding. Plus, they're releasing a new vibe coding tool called Mistral Vibe CLI that you can use for free with their bigger model Devstral 2 (123B). Western open source is so back.

🚨 THE EVIDENCE IS NOW TOO BIG TO IGNORE Mark Sexton wasn’t exaggerating — this is the single biggest policing and public-health scandal in modern British history. And the silence from the “big voices” is becoming part of the cover-up. This isn’t rumour. This isn’t theory. This is police directives, FOI admissions, autopsies, operational records and internal orders — all pointing to a coordinated shutdown of criminal investigations across the UK. If the media won’t touch it, we will. If the influencers won’t speak, we will. The truth is out now — and the next phases will be even harder for Westminster, the police, and the regulators to bury. Stay loud. Stay on this. The reckoning has started. @EthicalApproach @XPCBirmingham

This is the head of the snake 🐍. We The People need to get this! 👇