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codercatdevAlex Pattersonbrittneypostmaahmulder
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513-open-sauced (#513)
* draft: opensauced * fix name on image * draft: skyflow * pick added * update bekahhw profile * podcast: opensauced update * Add YouTube, Bekah Pick, season and episode * update slug --------- Co-authored-by: Alex Patterson <alex.patterson@fusionauth.io> Co-authored-by: brittneypostma <bdesignedwebdev@gmail.com> Co-authored-by: ahmulder <134075205+ahmulder@users.noreply.github.com>
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---
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type: guest
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cover: https://media.codingcat.dev/image/upload/v1699496589/main-codingcatdev-photo/podcast-guest/Bekah-Weigel.png
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name: BekahHW
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published: published
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slug: bekah-hawrot-weigel
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start: January 1, 2000
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socials:
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github: https://twitter.com/BekahHW
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linkedin: https://www.linkedin.com/in/bekah-hawrot-weigel/
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instagram: https://www.instagram.com/BekahHW
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twitter: https://twitter.com/BekahHW
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youtube: https://www.youtube.com/@bekahhw
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websites:
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- https://virtualcoffee.io/
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- bekahhw.com
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---
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## Profile
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Bekah graduated from the Flatiron School Software Engineering program in May of 2019 and since then she has started a consultancy specializing in front-end development, created the developer community [Virtual Coffee](https://virtualcoffee.io/), spoken on podcasts and at conferences, and has continued to mom her four kids. She is currently the Developer Experience Lead at [OpenSauced](https://opensauced.pizza/).
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Prior to tech, she spent 10 years teaching college English, three years organizing events and community, and fully embraces being a writer of many genres: code, blogs, short stories, non-fiction, screenplay, and curriculum.
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---
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type: podcast
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authors:
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- alex-patterson
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- brittney-postma
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episode: 25
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recording_date: Nov 17, 2023 9:00 AM
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season: 3
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published: published
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podcast: CodingCat.dev
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chapters_done: false
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cloudinary_convert: false
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cover: https://media.codingcat.dev/image/upload/v1699502152/main-codingcatdev-photo/3.25-opensauced.png
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devto:
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excerpt: 'OpenSauced is a platform that helps developers find, contribute to, and learn about open source projects.'
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guests:
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- bekah-hawrot-weigel
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hashnode:
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picks:
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[
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{
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author: 'bekah-hawrot-weigel',
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name: 'Say My Name',
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site: 'https://saymyname.how/?ref=producthunt'
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},
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{ author: 'alex-patterson', name: 'Fly.io Postgres', site: 'https://fly.io/docs/postgres/' },
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{
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author: 'brittney-postma',
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name: 'Loki',
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site: 'https://en.wikipedia.org/wiki/Loki_(TV_series)'
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}
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]
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slug: 3-25-opensauced:-your-fast-track-to-open-source
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sponsors:
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- storyblok
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spotify: https://open.spotify.com/episode/64UqMEumMd8ZuwVsfuONMo?si=aaacd5f36a7c4a2c
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start: Jan 1, 2024
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title: 'OpenSauced: Your fast track to open source'
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youtube: https://youtu.be/SF0ddLVRcS4
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---
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In the dynamic realm of software development, open source projects have emerged as a driving force behind innovation and collaboration. OpenSauced, a pioneering platform, empowers developers to seamlessly navigate the open source landscape, fostering meaningful contributions and enriching their professional journeys. Or is it just about pizza 🤷‍♂️, I have no idea that is why [BekahHW](/guest/bekah-hawrot-weigel) is here to explain it all to us!
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## Unlocking the Power of Open Source Contributions
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OpenSauced stands as a beacon for developers seeking to engage in the world of open source contributions. Its user-friendly interface and intuitive tools guide developers through the process of identifying suitable projects, making meaningful contributions, and showcasing their expertise to the world.
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### Identifying Hot Repositories
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The platform meticulously curates a list of trending open source repositories, enabling developers to discover projects that align with their skills and interests. This curated selection eliminates the time-consuming task of manually searching for relevant projects, allowing developers to focus on making impactful contributions.
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### Generating Shareable Highlights
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OpenSauced empowers developers to amplify their contributions by generating shareable badges that can be proudly displayed on resumes, portfolios, and social media profiles. These badges serve as a testament to a developer's commitment to open source, enhancing their visibility among potential employers and collaborators.
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### Connecting with Open Source Companies
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OpenSauced bridges the gap between developers and companies that actively embrace open source practices. It maintains a comprehensive database of open source-centric organizations, providing developers with direct access to employment opportunities and fostering meaningful connections within the industry.
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## Features that Empower Developers
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OpenSauced's arsenal of features extends beyond project discovery and contribution support. It offers a plethora of tools that empower developers to learn, grow, and connect with like-minded individuals.
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### A Knowledge Hub for Open Source Enthusiasts
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The platform's [blog](https://opensauced.pizza/blog) serves as a repository of insightful articles and tutorials, covering a wide spectrum of open source topics. From beginner-friendly guides to in-depth technical discussions, the blog caters to developers of all skill levels, fostering continuous learning and enabling them to stay abreast of the latest open source trends.
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### A Vibrant Community Forum
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OpenSauced cultivates a thriving community of developers through its interactive forum. This virtual space provides a platform for developers to exchange ideas, seek guidance, and collaborate on projects, fostering a sense of camaraderie and shared passion for open source. All wrapped up in a nice [GitHub](https://github.com/open-sauced/open-sauced) stromboli.
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### A Gateway to Open Source Job Opportunities
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OpenSauced consolidates open source job postings from various sources, offering developers a centralized platform to explore potential career paths. This comprehensive job board streamlines the job search process, enabling developers to seamlessly identify positions that align with their skills and aspirations.
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## Transforming the Developer Landscape
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OpenSauced has revolutionized the way developers engage with open source, empowering them to make meaningful contributions, enhance their skills, and expand their professional networks. Its impact extends far beyond individual developers, shaping the very landscape of open source collaboration.
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### Fostering Innovation through Diversified Contributions
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By empowering a wider range of developers to contribute to open source projects, OpenSauced has diversified the pool of contributors, bringing fresh perspectives and innovative ideas to the table. This diversity of thought and expertise has accelerated the pace of innovation within open source projects, leading to groundbreaking advancements in software development.
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### Strengthening the Open Source Community
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OpenSauced has fostered a stronger sense of community among open source developers. By providing a centralized platform for collaboration, learning, and networking, the platform has bridged geographical and cultural divides, fostering a sense of shared purpose and camaraderie among open source enthusiasts.
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### Shaping the Future of Open Source
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OpenSauced's commitment to empowering developers and nurturing open source communities positions it as a driving force shaping the future of software development. By fostering a culture of collaboration and continuous learning, OpenSauced is poised to propel open source to even greater heights, driving innovation and shaping the software landscape for years to come.
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## Conclusion
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OpenSauced stands as a testament to the transformative power of open source collaboration. By empowering developers to make meaningful contributions, fostering a vibrant community, and providing access to a wealth of resources, OpenSauced has democratized open source participation, paving the way for a future where innovation and collaboration thrive.
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---
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type: podcast
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authors:
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- alex-patterson
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- brittney-postma
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episode:
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recording_date: September 14, 2023 1:15 PM
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season:
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published: published
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podcast: CodingCat.dev
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chapters_done: false
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cloudinary_convert: false
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cover: https://media.codingcat.dev/image/upload/v1699502966/main-codingcatdev-photo/3_skyflow.png
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devto:
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excerpt: "Skyflow's Privacy Vault empowers organizations to build and deploy LLMs responsibly, ensuring data privacy and compliance throughout the entire LLM lifecycle."
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guests:
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- sean-falconer
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hashnode:
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picks:
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[
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{ author: 'sean-falconer', name: 'Pick 1', site: 'https://codingcat.dev' },
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{ author: 'alex-patterson', name: 'Pick 1', site: 'https://codingcat.dev' }
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]
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slug: _skyflow
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sponsors:
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- storyblok
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spotify:
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start: December 31, 2024
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title: "Skyflow's privacy vault for building LLMs"
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youtube:
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---
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In the rapidly evolving realm of artificial intelligence, large language models (LLMs) have emerged as powerful tools for natural language processing and generation. These models, trained on massive datasets of text and code, have demonstrated remarkable capabilities in tasks such as machine translation, text summarization, and creative writing. However, the development and utilization of LLMs raise significant privacy concerns, particularly with regard to the handling of sensitive personal information.
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Skyflow's Privacy Vault offers a groundbreaking solution to address these concerns, enabling organizations to build and deploy LLMs while upholding the highest standards of data privacy and security. This innovative privacy vault provides a secure environment for sensitive data, ensuring that it remains protected throughout the entire LLM lifecycle, from data collection and preparation to model training and deployment.
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## Safeguarding Sensitive Data Throughout the LLM Lifecycle
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The LLM lifecycle encompasses various stages, each presenting unique data privacy challenges. Skyflow's Privacy Vault effectively addresses these challenges, ensuring that sensitive data is safeguarded at every step.
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1. **Data Collection and Preparation:** During data collection, Skyflow's Privacy Vault allows organizations to identify and redact sensitive data before it is used for training or inference. This process helps prevent the inadvertent exposure of personally identifiable information (PII) or other sensitive information.
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2. **Model Training:** The Privacy Vault maintains its protection during model training, ensuring that sensitive data remains encrypted and inaccessible to unauthorized parties. This encryption safeguards sensitive data from potential breaches or unauthorized access during the training process.
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3. **Model Deployment and Inference:** When deployed for inference, LLMs interact with user-provided data. Skyflow's Privacy Vault extends its protection to this stage, ensuring that sensitive data is redacted or anonymized before being exposed to the LLM. This protection prevents the LLM from learning or disclosing sensitive information during inference.
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## Enhancing Data Privacy with Granular Controls and Compliance
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Skyflow's Privacy Vault goes beyond basic data protection by providing organizations with granular controls over data access and usage. These controls enable organizations to define who can access sensitive data and for what purposes, ensuring that sensitive information is only used for authorized purposes.
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Furthermore, the Privacy Vault facilitates compliance with various data privacy regulations, such as the General Data Protection Regulation (GDPR) and the California Consumer Privacy Act (CCPA). The vault's data residency capabilities ensure that sensitive data remains within the specified geographic regions, complying with data localization requirements.
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## Unlocking the Potential of LLMs with Confidence
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Skyflow's Privacy Vault empowers organizations to harness the power of LLMs without compromising data privacy. By providing comprehensive data protection and compliance capabilities, the Privacy Vault enables organizations to build and deploy LLMs responsibly, fostering trust and transparency among stakeholders.
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**Key Benefits of Skyflow's Privacy Vault**
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- **Protect sensitive data throughout the LLM lifecycle**
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- **Implement granular access controls for sensitive data**
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- **Comply with data privacy regulations, such as GDPR and CCPA**
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- **Maintain data residency in specified geographic regions**
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- **Build and deploy LLMs responsibly and ethically**
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## Conclusion
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As LLMs continue to revolutionize various industries, Skyflow's Privacy Vault plays a crucial role in ensuring that these powerful models are developed and deployed in a privacy-conscious manner. By safeguarding sensitive data and enabling compliance with data privacy regulations, the Privacy Vault empowers organizations to leverage the full potential of LLMs while upholding the highest standards of data protection.

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