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Your Startup Has 10K Users. Now Prove It. Saying “we have 10K users” is easy. But how do you prove those numbers are real? I came across HowMuchUsers on Product Hunt, and the idea caught my attention. It connects to your product through one API call and turns your user count into a live, verifiable growth profile. You can: → Track real-time users → Show your growth history → Add a verification badge → Share milestone cards → Compare growth with other startups → Compete on global, country & category leaderboards Instead of just claiming traction, founders can actually show the data behind it. They've also introduced startup challenges where products can compete head-to-head on growth. Simple idea. Interesting approach to making startup traction more transparent. 🔗 Check out the Product Hunt launch: https://www.producthunt.com/products/howmuchusers I'd love to know what you think. If you find it interesting, I'd really appreciate your support and feedback. 🙌 Would you trust a startup's user numbers more if they were live and independently verifiable? Must check out this ✅ https://howmuchusers.wtf/?utm_source=x_telegram&utm_medium=influencer&utm_campaign=producthunt_launch&utm_content=rahul_kumar

AI agents are getting better at thinking. But what about memory? Statewave.AI is building open-source, self-hosted memory infrastructure for AI agents with: 🧠 Source traceability 🔐 Access controls 📜 Tamper-evident audit trails ⚡ Simple deployment 🗄️ PostgreSQL included As agents enter real workflows, memory needs to be more than accurate—it needs to be traceable, controlled, and trustworthy. Statewave.AI is live on Product Hunt 👇 producthunt.com/posts/statewave Would you prioritize better memory or better governance for AI agents?

A lot of AI tools are automating outbound. But most still follow the same playbook: automate activity and hope something sticks. What caught my attention about Linkdify is the focus on finding the right prospects first. You can target leads using signals like: → Job changes → Intent posts → Competitor engagement → Buying signals Then automate personalized connection requests, messages, follow-ups, and voice notes. The account rental feature is also interesting — pre-warmed, ID-verified LinkedIn accounts so you can start outbound without waiting weeks to warm up a new profile. The workflow is simple: Find the signal → Understand the prospect → Personalize → Follow up With MCP support, you can even run the workflow through Claude. I think this is an interesting approach to making AI-powered outbound more relevant and less spammy. Linkdify is live on Product Hunt today. https://www.producthunt.com/posts/linkdify-3 Check it out and let me know what you think.

Hello Everyone Orion AI is launching on Product Hunt today! It’s an open-source AI agent that helps businesses analyze scattered data, uncover insights, and turn questions into actionable reports. We’re live on launch today and would really appreciate your help! 🙌 https://www.producthunt.com/posts/orion-ai-3 Please check out Orion AI, leave an upvote, and share your feedback if possible. Every bit of support helps the team gain visibility today. Thank you!

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SIEM Engineer with below JD: Key Responsibilities Platform Development: Design, develop and deploy the Elastic Stack (Elasticsearch, Logstash, Kibana) for log ingestion, correlation, and analysis. Configure and maintain log ingestion pipelines for IT and OT systems, including Syslog, MQTT, SNMP, and API integrations. Develop and implement data normalization and enrichment processes for structured and unstructured log data. Log Management and Integration Syslog Forwarding: Configure and manage Syslog forwarding from IT and OT & IOT devices. Define log levels (critical, warning, info) and secure transmission using TLS encryption where applicable. Develop compensatory mechanisms for legacy OT systems with limited Syslog support. Agent-Based Log Forwarding: Deploy and configure lightweight log shippers like Filebeat, NXLog, or Fluentd for IT and OT environments. Implement preprocessing workflows: Filtering: Reduce noise by filtering irrelevant log data. Parsing and Normalization: Standardize logs into formats like JSON, CEF. Anonymization: Mask sensitive information for compliance. Manage agent updates and ensure optimal performance. API Integration for Log Retrieval: Develop scripts and tools to integrate logs via REST APIs from systems. Ensure secure API access by implementing authentication mechanisms and adhering to OWASP standards. File-Based Log Collection: Implement tools like Filebeat or Fluentd to monitor local log files for IT, IOT and OT systems. Configure secure file transfer protocols (SFTP, SCP) for intermediate log storage and forwarding. Specialized Protocols for OT: Set up MQTT brokers for telemetry data collection and integrate with SwiftTrace. Configure OPC-UA clients for structured log collection from SCADA and PLC systems. Implement SNMP traps for network device log forwarding and monitoring. Threat Intelligence Integration Integrate open-source platforms like MISP and AlienVault OTX and subscription-based services like IBM X-Force and Anomali ThreatStream. Automate IoC & IOA ingestion and enrichment using STIX/TAXII protocols. Develop workflows for tactical, operational, and strategic threat intelligence to enhance detection and response capabilities. Ensure dissemination of actionable intelligence to SOC analysts through SwiftTrace dashboards. Event Correlation and Analysis Develop rule-based event correlation leveraging the MITRE ATT&CK framework. Enable anomaly detection and behavioral analytics using AI/ML models. Build real-time alerting mechanisms for IT, OT, IoT, and AI domains. Customize dashboards to visualize security events and provide actionable insights. Platform Optimization and Security Optimize Elasticsearch indices for improved performance and storage efficiency. Implement role-based access controls (RBAC) and secure communication using TLS/SSL encryption. Ensure compliance with standards like ISO/IEC 27001, NIST, and IEC 62443. Conduct penetration testing and performance validation of log ingestion pipelines. Development and Automation Create and maintain integration points with existing tools like Splunk, QRadar, Dragos, and Azure Sentinel etc. Build SOAR playbooks for automated incident response workflows (e.g., phishing detection, endpoint isolation). Conduct regular testing and validation of automated workflows and log collection mechanisms. Develop and test automated response playbooks in collaboration with SOAR engineers. Create API integrations for seamless communication with external systems and ticketing platforms (e.g., ServiceNow, Jira). Documentation and Training Develop detailed documentation for log collection workflows, integration procedures, and system configurations. Train SOC teams and other stakeholders in using the SwiftTrace platform effectively. Key Qualifications Technical Skills

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Check out this job at INCL Media Group: About the job Role: Assist in structuring the narrative, drafting chapters, and crafting engaging content. Skill Set: Strong writing skills, particularly in non-fiction and biographical genres. Ability to translate complex ideas and experiences into accessible and engaging prose. Familiarity with public administration, governance, and Indian cultural contexts. Qualifications: A degree in English, Journalism, Public Administration, or a related field. Previous experience in writing or co-authoring books, particularly those related to governance, leadership, or Indian culture. Experience: Minimum 5-7 years of experience in writing or co-authoring non-fiction books. https://www.linkedin.com/jobs/view/3998008433

Here are 19 websites that offer opportunities where you can potentially earn up to $5,000 per month 1. Upwork A leading platform for freelancers to find high-paying remote jobs across various industries. 2. Fiverr Offers gigs in diverse categories, allowing you to showcase your skills and earn consistently. 3. Freelancer A global marketplace where you can bid on projects that match your expertise. 4. Toptal Connects top freelancers with clients, often offering premium rates for specialized skills. 5. Remote.co Focuses exclusively on remote job opportunities across different fields. 6. We Work Remotely A popular site for finding remote work in a wide range of professions. 7. FlexJobs Curates flexible and remote job listings, ideal for those seeking work-life balance. 8. PeoplePerHour Freelance platform where you can offer services and earn by the hour or per project. 9. Guru A freelancer platform where you can find jobs in technology, design, writing, and more. 10. SimplyHired Job search engine that aggregates remote and on-site job listings from across the web. 11. LinkedIn Not just a networking site; it also features job postings from top companies worldwide. 12. AngelList Specializes in startup jobs, many of which offer remote work and competitive pay. 13. Working Nomads Curates a list of remote job opportunities for digital nomads and remote workers. 14. SolidGigs Provides a weekly list of high-paying freelance gigs across various industries. 15. CloudPeeps A platform for freelance marketers, writers, and social media experts to connect with clients. 16. Textbroker Offers content writing opportunities, ideal for those with strong writing skills. 17. ProBlogger Jobs Jobs board for bloggers and content creators looking to monetize their writing. 18. Rev Pays for transcription, captioning, and translation services, with flexible work hours. 19. Amazon Mechanical Turk A marketplace for small tasks, where consistent effort can lead to steady income. Each platform offers unique opportunities to leverage your skills and potentially earn a substantial income.

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Here are 46 websites where you can find data entry jobs that pay well 1. Upwork 2. Freelancer 3. Fiverr 4. Toptal 5. PeoplePerHour 6. Guru 7. FlexJobs 8. Remote.co 9. We Work Remotely 10. Indeed 11. Glassdoor 12. ZipRecruiter 13. SimplyHired 14. AngelList 15. Jobspresso 16. Remotive 17. Working Nomads 18. Virtual Vocations 19. Workew 20. JustRemote 21. The Muse 22. Scalable Path 23. Outsourcely 24. TaskRabbit 25. LinkedIn Jobs 26. Remote OK 27. Hubstaff Talent 28. Dynamite Jobs 29. EuropeRemotely 30. Crossover 31. JobStack 32. Snagajob 33. ProBlogger Job Board 34. Contentmart 35. Textbroker 36. iWriter 37. Clickworker 38. Amazon Mechanical Turk 39. Appen 40. Lionbridge 41. CrowdFlower 42. Microworkers 43. OneSpace 44. Swagbucks 45. Rev 46. Scribie These platforms offer various remote data entry opportunities and the rate can vary depending on the job's complexity your experience and the client's budget Make sure to check the job descriptions and rates before applying to ensure they meet your expectations

Check out this job at INCL Media Group: Job alert for Video editors Work with us .. Apply now https://www.linkedin.com/jobs/view/3991224350