Data Recording and Documentation

🛠️ In my last post, I shared 7 reasons why data documentation is still so hard. Now let’s talk solutions: Here’s how leading data teams are solving each challenge today: 1. It’s no one’s core responsibility → Make documentation part of the workflow. Don’t allow dbt model PRs to merge without a model description. Treat documentation like tests—required for production. 2. Data is always changing → Use automated lineage and change detection. Get alerted when upstream tables or columns change. Use AI to auto-update or review the new docs. 3. Manual documentation doesn’t scale → Leverage AI to generate table and column descriptions. Start with smart defaults based on naming patterns and SQL logic. Let humans review and refine. 4. Your tools are fragmented → Adopt a centralized metadata platform. One place that connects your warehouse, dbt, BI tools, Airflow, ... so you can see the full picture. 5. Documentation is hard to find → Bring docs to where people work. Show table descriptions in query editors. Surface lineage in BI tools. Make metadata searchable in Slack. Metadata platform can help bringing documentation to tools that users are already working with. For example, Select Star has chrome extensions, Slack apps, and MCP server, that will display the relevant information within the apps. 6. No feedback loop → Track usage and engagement. See which docs are viewed or ignored. See which data assets are being viewed. Let users comment or flag stale content. 7. Lack of ownership → Assign data owners by table, dashboard, or metric. Use metadata tools to operationalize the data stewardship. Notify owners to review/update docs, when questions get asked, when things go out of date. Good documentation is no longer about extra work. With AI and metadata automation, it can be integrated into how your team already works. This is exactly what we’re building at Select Star—drop me a message if you want a look. Anything I missed? Also happy to elaborate more on any of the points.

I once spent 6 months negotiating a final account as a graduate QS. £2.3M project, £400K in disputed variations. The other QS had better records. We settled for £𝟭𝟴𝟬𝗞. Here's what I learned about documentation: The client's QS walked into the meeting with a folder thick as a phone book. Every variation referenced. Every delay photographed. Every instruction timestamped. I had... Excel spreadsheets and some email chains. The painful reality: We both did the same work. We both managed the same changes. But only one of us could prove it. What separated their approach from mine: They built the claim file during the project, not after it. While I was updating cost reports at month-end, they were capturing evidence daily. When negotiation time came, they didn't need to "build a case" - they just opened the file. The lesson that cost me £220K but taught me that:  1. Documentation isn't about compliance. It's about commercial protection.  2. Every day you don't capture what happened is a day you can't defend what you're owed.  3. Final accounts aren't won in the negotiation room. They're won in the daily discipline of recording what actually happened. What's the biggest final account lesson you've learned the hard way? 👇

The Power of Clinical Documentation: A Pillar of Quality Care Clinical documentation is often underestimated as simply recording a patient’s history. In reality, it’s a multifaceted cornerstone of successful healthcare delivery, impacting treatment outcomes, legal protections, and financial sustainability. Here’s why clinical documentation is far more critical than it may appear: ✅ Foundation for Effective Treatment: Accurate and comprehensive clinical documentation ensures continuity of care by providing all healthcare providers with the necessary information to deliver the best possible treatment. It’s the thread that connects past, present, and future interventions, enabling informed decision-making and improving outcomes. ✅ Legal Safeguard for Patients and Physicians: A well-documented clinical record serves as a legal shield for both patients and physicians. It protects patients by ensuring their care aligns with established standards and safeguards physicians by providing a clear and factual account of decisions made and actions taken. ✅ Key to Revenue Cycle Success: In the realm of Revenue Cycle Management (RCM), clinical documentation is indispensable. It ensures the claims process is smooth, reducing denials and delays. A robust documentation system directly contributes to an organization's financial health by aligning care delivery with coding and billing requirements. ✅ Quality Indicator and Benchmarking Tool: Clinical documentation reflects the quality of care provided. It’s a tool for monitoring, benchmarking, and improving standards, ensuring that healthcare institutions continually raise the bar for patient safety and satisfaction. ✅ Facilitator of Communication and Collaboration: In today’s interconnected healthcare environment, clinical documentation bridges communication gaps among multidisciplinary teams. It fosters collaboration, ensuring that everyone involved in patient care operates with the same understanding and goals. ✅ Essential for Research and Analytics: Beyond individual care, documentation contributes to the broader field of medical research. It provides invaluable data for analyzing trends, identifying gaps, and improving healthcare practices on a systemic level. As healthcare leaders, it’s our responsibility to foster a culture where clinical documentation is seen not as an administrative burden but as a strategic enabler of excellence. It’s not just about recording; it’s about building a foundation that supports every aspect of healthcare delivery—from the bedside to the boardroom. #ClinicalDocumentation #HealthcareManagement #RCM #PatientSafety #HealthcareExcellence

The Crucial Importance of Robust Record Keeping in the Medical Cannabis Industry In the medical cannabis industry, the importance of robust record keeping cannot be overstated. There is never too much record keeping when it comes to ensuring safety, security, & mitigating liability. Here’s why detailed documentation is essential: Safety 1. Quality Control & Assurance • Detailed records ensure that all cannabis products meet stringent quality standards. This includes documentation of growing conditions, pesticide use, & laboratory testing results for contaminants. Consistent quality helps guarantee that patients receive safe & effective medicine. 2. Traceability • In case of contamination or adverse reactions, robust records enable quick traceability of the product’s origin. Efficient traceability allows for prompt recalls, mitigating potential health risks to patients. 3. Dosing Accuracy • Proper record keeping ensures accurate labelling of cannabinoid content in medical cannabis products. This provides patients with reliable information to manage their conditions effectively. Security 1. Preventing Diversion • Comprehensive records help prevent the diversion of cannabis products into the black market. By maintaining detailed logs of inventory, sales, & transportation, businesses ensure all products are accounted for & none are siphoned off illegally. 2. Compliance with Regulations • The medical cannabis industry is heavily regulated. Accurate & thorough records are essential for complying with local, state, & federal laws. Keeping detailed records helps businesses demonstrate adherence to regulations during inspections & audits. 3. Data Protection • Protecting patient information is paramount. Robust record-keeping systems ensure that sensitive data is securely stored & only accessible to authorised personnel, maintaining patient privacy & complying with relevant laws. Liability 1. Legal Defence • In case of legal disputes, thorough records provide a detailed account of the business’s operations, demonstrating compliance with all regulatory requirements. This documentation is crucial in defending against claims of negligence or misconduct. 2. Insurance Claims • Accurate records are essential when filing insurance claims. Detailed documentation helps substantiate claims & ensures businesses receive appropriate compensation. 3. Patient Safety & Trust • Comprehensive records help build trust with patients by ensuring transparency in product quality & safety. If an issue arises, being able to provide detailed records reassures patients that the company is responsible & takes their health seriously. By maintaining meticulous records, businesses can protect their patients, secure their operations, & safeguard their legal standing, contributing to the industry's integrity & growth. Remember, there is never too much record keeping. #medicacannabis #patientsafety #attentiontodetail Picture ©Carl Haffner 2024

𝗧𝗵𝗲 𝗠𝗼𝘀𝘁 𝗨𝗻𝗱𝗲𝗿𝗿𝗮𝘁𝗲𝗱 𝗦𝗸𝗶𝗹𝗹 𝗶𝗻 𝗖𝘆𝗯𝗲𝗿𝘀𝗲𝗰𝘂𝗿𝗶𝘁𝘆: 𝗗𝗼𝗰𝘂𝗺𝗲𝗻𝘁𝗮𝘁𝗶𝗼𝗻 Almost nobody talks about it, but it’s critical. People want to master tools, exploit chains, cloud attacks, malware analysis… but the truth is simple: Your technical skills are only as valuable as your ability to document them clearly. Here’s why documentation is a superpower in cybersecurity: 🟡 𝐈𝐭 𝐦𝐚𝐤𝐞𝐬 𝐲𝐨𝐮 𝐚 𝐛𝐞𝐭𝐭𝐞𝐫 𝐚𝐧𝐚𝐥𝐲𝐬𝐭 When you write things down, you understand them 10× deeper. Clear notes = clear thinking. 🟡 𝐈𝐭 𝐢𝐦𝐩𝐫𝐨𝐯𝐞𝐬 𝐢𝐧𝐯𝐞𝐬𝐭𝐢𝐠𝐚𝐭𝐢𝐨𝐧 & 𝐭𝐫𝐨𝐮𝐛𝐥𝐞𝐬𝐡𝐨𝐨𝐭𝐢𝐧𝐠 Logs, IOCs, timelines, commands, findings… Good documentation helps you track what happened and how. 🟡 𝐈𝐭 𝐦𝐚𝐤𝐞𝐬 𝐲𝐨𝐮 𝐯𝐚𝐥𝐮𝐚𝐛𝐥𝐞 𝐢𝐧 𝐚𝐧𝐲 𝐭𝐞𝐚𝐦 Incident response, red teaming, SOC, cloud security every role depends on structured reports and clean communication. 🟡 𝐈𝐭 𝐬𝐞𝐩𝐚𝐫𝐚𝐭𝐞𝐬 𝐛𝐞𝐠𝐢𝐧𝐧𝐞𝐫𝐬 𝐟𝐫𝐨𝐦 𝐩𝐫𝐨𝐟𝐞𝐬𝐬𝐢𝐨𝐧𝐚𝐥𝐬 Two people may know the same thing, but the one who documents well becomes the one people rely on. 🟡 𝐈𝐭 𝐚𝐜𝐜𝐞𝐥𝐞𝐫𝐚𝐭𝐞𝐬 𝐲𝐨𝐮𝐫 𝐜𝐚𝐫𝐞𝐞𝐫 You become the person who can present, explain, teach, and justify decisions. That’s how you build credibility fast. If there's one habit that will elevate your cybersecurity journey starting today, it’s this: 📒 Write. Everything. Down. Commands you used. Payloads that worked. Errors you fixed. Lessons you learned. Tools you tried. Configurations you changed. Mistakes you made. Your notes will become your most powerful asset your personal knowledge base, your cheat sheet, your growth history. 🟡 𝐈𝐭’𝐬 𝐚𝐥𝐬𝐨 𝐞𝐬𝐬𝐞𝐧𝐭𝐢𝐚𝐥 𝐟𝐨𝐫 𝐩𝐞𝐧𝐞𝐭𝐫𝐚𝐭𝐢𝐨𝐧 𝐭𝐞𝐬𝐭𝐢𝐧𝐠 𝐫𝐞𝐩𝐨𝐫𝐭𝐬 A great pentest report doesn’t just list vulnerabilities, it communicates them. You must be able to: • Describe the finding clearly • Explain the risk and real-world impact • Provide solid evidence (screenshots, recordings, requests/responses, PoC) • Include step-by-step reproduction steps • Draft clear, actionable recommendations • Write in a way understood by developers, technical leads, executives, and non-technical stakeholders If your report isn’t clear, nothing gets fixed. And as always, learning never ends. Let’s repost so others can learn.

Event detection and logging are essential for maintaining the security of medical devices. 🔍 They provide a record of security-relevant events, allowing you to identify potential breaches, investigate incidents, and take appropriate corrective actions. FDA expects manufacturers to implement robust event logging mechanisms and demonstrate how they're used to enhance device security. One common objection related to event logging is: "it is not clear how the device detects, monitors, logs, and/or alerts users of security compromise. You listed some general means by which cybersecurity signals can be detected, however, you did not provide specific information on how these events are detected through internal investigations." This highlights the need to provide a detailed explanation of your event detection and logging processes, going beyond general statements and providing specific examples of how events are detected and analyzed. 🔎 The guidance, "Cybersecurity in Medical Devices: Quality System Considerations and Content of Premarket Submissions," recommends designing devices to capture forensic evidence, including log files to track security events (page 38). When documenting your event detection and logging capabilities, consider: • Specifying event types: Clearly identify the categories of security events that are logged, such as login attempts, configuration changes, data access, and communication attempts. • Describing detection mechanisms: Explain how these events are detected, including the use of intrusion detection systems (IDSs), security information and event management (SIEM) systems, or other monitoring tools. 💻 • Detailing logging processes: Explain where logs are stored, how long they're retained, and what measures are in place to protect them from tampering. 💾 • Outlining analysis and alerting procedures: Describe how logs are analyzed to identify potential security breaches and how alerts are generated and communicated to appropriate personnel. 🔔 By providing this level of detail, you can demonstrate to FDA that you have a robust and comprehensive approach to security monitoring and incident response, enhancing the overall safety and security of your device. 🛡️

𝗧𝗵𝗲 𝗟𝗶𝘃𝗶𝗻𝗴 𝗥𝗲𝗰𝗼𝗿𝗱: 𝗔 𝗗𝗮𝘁𝗮-𝗗𝗿𝗶𝘃𝗲𝗻 𝗛𝗶𝘀𝘁𝗼𝗿𝘆 𝗼𝗳 𝗮 𝗦𝗶𝗻𝗴𝗹𝗲 𝗢𝗶𝗹 𝗣𝗮𝗹𝗺 Managing a modern oil palm plantation now uses AI computer vision to monitor each tree's health, condition, and yield. Transitioning from manual records to digital platforms with GPS, drones, and software allows precise, efficient management like never before. Here are the key components and records for a single oil palm tree: 𝗧𝗿𝗲𝗲 𝗜𝗱𝗲𝗻𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗮𝗻𝗱 𝗚𝗲𝗼𝗴𝗿𝗮𝗽𝗵𝗶𝗰 𝗜𝗻𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗼𝗻 Each tree is a unique asset, and the system needs a way to identify and locate it accurately, such as a unique tree ID, location data, block, and division. 𝗛𝗶𝘀𝘁𝗼𝗿𝗶𝗰𝗮𝗹 𝗬𝗶𝗲𝗹𝗱 𝗥𝗲𝗰𝗼𝗿𝗱𝘀 This is the most important metric for a commercial plantation. The system monitors the fresh fruit bunches (FFB) harvested from each tree throughout its lifespan, including harvest date, bunch count, weight, and cumulative Yield. 𝗛𝗲𝗮𝗹𝘁𝗵 𝗮𝗻𝗱 𝗖𝗼𝗻𝗱𝗶𝘁𝗶𝗼𝗻 𝗠𝗼𝗻𝗶𝘁𝗼𝗿𝗶𝗻𝗴 The system records observations and data points indicating the tree's health and future yield, collected manually by field workers or automatically via remote sensing, including visual assessments by field workers or supervisors. These observe factors such as frond count, color and appearance, and the presence of disease or pests. Remote sensing data utilizes information from drones or satellites to analyze a tree's health without a physical visit. Key metrics include NDVI, crown size, and density. 𝗔𝗴𝗿𝗼𝗻𝗼𝗺𝗶𝗰 𝗮𝗻𝗱 𝗨𝗽𝗸𝗲𝗲𝗽 𝗥𝗲𝗰𝗼𝗿𝗱𝘀 This category tracks all management actions performed on the tree that directly affect its health and productivity, including fertilization, the date when fertilizer was applied, the type and amount, and the application details. This helps management correlate fertilizer use with subsequent yield changes. It also records the date and type of pruning, pollination, replanting, and rejuvenation. 𝗙𝗶𝗻𝗮𝗻𝗰𝗶𝗮𝗹 𝗮𝗻𝗱 𝗟𝗮𝗯𝗼𝗿 𝗥𝗲𝗰𝗼𝗿𝗱𝘀 While not technically a tree record, this information is often connected to individual trees or blocks for cost analysis and performance monitoring. For example, Labor Hours: The time workers spend on tasks related to a particular tree or block (such as harvesting, pruning, or fertilizing), and Cost of Inputs: The expense of fertilizer, pesticides, and other materials applied to the tree. This data is essential for calculating the cost per tree. In essence, the historical data of an individual oil palm tree's yield is a testament to the power of selective breeding and intensive agronomic management. And its potential productivity is only realized through a continuous and carefully planned program of care and protection. #OilPalm #PrecisionAgriculture #PlantationManagement #Agronomy #AI #plantationadvisor #RaihAI #DataDriven #YieldProven #ComputerVision

𝗜𝗳 𝗶𝘁'𝘀 𝗻𝗼𝘁 𝗿𝗲𝗰𝗼𝗿𝗱𝗲𝗱, 𝗶𝘁 𝗱𝗶𝗱𝗻'𝘁 𝗵𝗮𝗽𝗽𝗲𝗻 How often have we heard this phrase? In medical devices, it's not just a saying—it's a survival skill Here's why meticulous documentation is your best friend: 𝗔𝗰𝗰𝗼𝘂𝗻𝘁𝗮𝗯𝗶𝗹𝗶𝘁𝘆: → When every step of the process is documented, there’s a clear trail ↳ This ensures everyone knows their responsibilities and can be held accountable 𝗖𝗼𝗺𝗽𝗹𝗶𝗮𝗻𝗰𝗲: → Competent authorities like the FDA don’t just prefer documentation; they require it ↳ They want to see a comprehensive record of your processes and decisions 𝗤𝘂𝗮𝗹𝗶𝘁𝘆 𝗔𝘀𝘀𝘂𝗿𝗮𝗻𝗰𝗲: → Recording processes helps maintain consistent quality ↳ You can track what went right or wrong, and why, remember who, what, where, when and why 𝗥𝗶𝘀𝗸 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁: → By documenting every step, you identify potential risks early ↳ This proactive approach protects patients, practitioners, and the company 𝗜𝗻𝗻𝗼𝘃𝗮𝘁𝗶𝗼𝗻: → Documenting your processes allows you to identify areas for improvement ↳ It’s hard to innovate without knowing where you’ve been 𝗧𝗲𝗮𝗺 𝗖𝗼𝗺𝗺𝘂𝗻𝗶𝗰𝗮𝘁𝗶𝗼𝗻: → Clear records prevent miscommunication ↳ Everyone is on the same page, literally 𝗟𝗲𝗴𝗮𝗹 𝗣𝗿𝗼𝘁𝗲𝗰𝘁𝗶𝗼𝗻: → If something goes awry, accurate documentation can be your best defence ↳ It shows due diligence and adherence to procedures and regulations Although recording everything might feel like a chore but consider it your shield and sword in this industry. Instead of seeing it as a burden, think of it as an investment in peace of mind So, next time you're tempted to skip the paperwork, remember: 𝘐𝘧 𝘪𝘵’𝘴 𝘯𝘰𝘵 𝘳𝘦𝘤𝘰𝘳𝘥𝘦𝘥, 𝘪𝘵 𝘥𝘪𝘥𝘯’𝘵 𝘩𝘢𝘱𝘱𝘦𝘯 And in this space, that’s not a risk worth taking. What’s your take on documentation? Find it burdensome? #MedicalDevices #Quality #QA #KarandeepBadwal #MedTech

𝗗𝗼𝗰𝘂𝗺𝗲𝗻𝘁 & 𝗥𝗲𝗰𝗼𝗿𝗱 𝗥𝗲𝘁𝗲𝗻𝘁𝗶𝗼𝗻 – 𝗧𝗵𝗲 𝗕𝗮𝗰𝗸𝗯𝗼𝗻𝗲 𝗼𝗳 𝗜𝗔𝗧𝗙 𝟭𝟲𝟵𝟰𝟵 𝗖𝗼𝗺𝗽𝗹𝗶𝗮𝗻𝗰𝗲 One of the most overlooked yet critical aspects of Quality Management is document & record retention. Without proper control, even the best systems can fail an audit or lose customer trust. As per IATF 16949, every document and record has a defined retention requirement – whether it’s a Control Plan, PFMEA, PPAP, Audit Reports, Training Records, or Customer Complaints. ✅ Retention ensures: Traceability of decisions & changes Compliance with statutory & regulatory needs Evidence of competence, audits & reviews Customer confidence through long-term data availability 🔑 Key Highlights: Life of Part + 1 year is a common retention rule for technical docs like PFMEA, DFMEA, Control Plans, etc. Minimum 3 years applies for records like audits, training, and corrective actions. Customer Complaints & Product Recalls demand 15 years or as per CSR. Legal/Regulatory records must follow statutory requirements (≥ 15 years). 📖 Always remember: CSR (Customer-Specific Requirements) can override IATF rules. 👉 Strong record retention = Strong compliance foundation. Happy Learning 😊 -----------. 🔔 Join our 𝙌𝙐𝘼𝙇𝙂𝙍𝘼𝙈 community for more Insightful information - Link in the bio and comment section If you like this content & if it was useful for you, 🟢 Save it in your archive 🟡 Share it with your connections 🔴 Comment it and let us know your thoughts Follow me for more Balaji L R

𝐇𝐨𝐰 𝐈 𝐄𝐧𝐬𝐮𝐫𝐞 𝐂𝐨𝐦𝐩𝐥𝐢𝐚𝐧𝐜𝐞 𝐢𝐧 𝐓𝐞𝐦𝐩𝐞𝐫𝐚𝐭𝐮𝐫𝐞 𝐌𝐚𝐩𝐩𝐢𝐧𝐠 (𝐚𝐧𝐝 𝐖𝐡𝐲 𝐈𝐭 𝐖𝐨𝐫𝐤𝐬) It’s not just about the technology—it’s about getting the documentation right. 📝 Every step, from equipment calibration to data logging, must be recorded accurately. Here’s the ⋙ process I follow to make sure everything stays compliant: 1️⃣ 𝐑𝐞𝐜𝐨𝐫𝐝 𝐲𝐨𝐮𝐫 𝐝𝐚𝐭𝐚 𝐚𝐜𝐜𝐮𝐫𝐚𝐭𝐞𝐥𝐲 – Every. Single. Time. 2️⃣ 𝐈𝐧𝐢𝐭𝐢𝐚𝐥 𝐚𝐧𝐝 𝐝𝐚𝐭𝐞 – Initial and date every entry, observation, and correction. This includes: - Data entries - Comments and notes - Any changes or corrections made to the protocol - Attachments and supporting documents - Review and approval signatures 3️⃣ 𝐖𝐫𝐢𝐭𝐞 𝐜𝐥𝐞𝐚𝐫 𝐚𝐧𝐝 𝐩𝐫𝐞𝐜𝐢𝐬𝐞 𝐜𝐨𝐦𝐦𝐞𝐧𝐭𝐬 – Avoid vague statements and shorthand notes. 4️⃣ 𝐏𝐥𝐚𝐜𝐞 𝐜𝐨𝐦𝐦𝐞𝐧𝐭𝐬 𝐢𝐧 𝐫𝐞𝐥𝐞𝐯𝐚𝐧𝐭 𝐬𝐞𝐜𝐭𝐢𝐨𝐧𝐬 – Ensure they are in the appropriate sections of the validation protocol. 5️⃣ 𝐔𝐬𝐞 𝐢𝐧𝐝𝐞𝐥𝐢𝐛𝐥𝐞 𝐢𝐧𝐤 – Black or blue ballpoint pen to ensure long-term legibility. 6️⃣ 𝐀𝐭𝐭𝐚𝐜𝐡 𝐬𝐮𝐩𝐩𝐨𝐫𝐭𝐢𝐧𝐠 𝐝𝐨𝐜𝐮𝐦𝐞𝐧𝐭𝐬 – If additional documents are referenced, attach them to the protocol and annotate accordingly. 7️⃣ 𝐑𝐞𝐯𝐢𝐞𝐰 𝐚𝐧𝐝 𝐚𝐩𝐩𝐫𝐨𝐯𝐚𝐥 – Comments should be reviewed and approved by a second person to ensure accuracy and completeness. 💡 𝐖𝐡𝐲 𝐈𝐭 𝐖𝐨𝐫𝐤𝐬: 🔹𝐀𝐜𝐜𝐮𝐫𝐚𝐜𝐲: Recording data accurately ensures that all information is reliable and can be used to make informed decisions. 🔹𝐓𝐫𝐚𝐜𝐞𝐚𝐛𝐢𝐥𝐢𝐭𝐲: Initialing and dating every entry creates a clear audit trail, making it easy to trace back any changes or observations. 🔹𝐂𝐥𝐚𝐫𝐢𝐭𝐲: Clear and precise comments help avoid misunderstandings and ensure that everyone involved understands the observations and actions taken. 🔹𝐂𝐨𝐦𝐩𝐥𝐢𝐚𝐧𝐜𝐞: Proper documentation meets regulatory requirements, which is crucial for passing inspections and maintaining the integrity of your operations. By following this ⋙ process, you can ensure that your temperature mapping is thorough, compliant, and well-documented, which is crucial for regulatory inspections and maintaining the integrity of your pharmaceutical storage. #TemperatureMapping #Compliance #Documentation #GMP #GLP #Pharmaceuticals #QualityAssurance #Validation Stay ahead of the curve and ensure your temperature mapping is always compliant. - - - ⬆️ Scroll Up + Click “𝗙𝗼𝗹𝗹𝗼𝘄 𝗠𝗲” ⬆️ Like 👍 | Comment ✍ | Repost ♻️