IndieWeb post types

This content type is full of IndieWeb post types, which are all content types which allow me to take greater ownership of my own data. These are likely unrelated to my blog posts. You can find a better breakdown by actual post kind below:

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Listened to incident.io's Lawrence Jones on Building AI That Automatically Investigates Technical Outages | AI Adoption Playbook by PodBean Development 
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When technical systems fail at companies like Netflix or Etsy, every minute of downtime can cost millions. That's why incident.io is building AI systems that can automatically investigate and diagnose technical problems faster than human engineers. In this episode of The AI Adoption Playbook, Lawrence Jones, Product Engineer at incident.io, tells Ravin how they're creating an automated incident investigator that can analyze logs, traces, and metrics to determine what went wrong during an outage. He shares their methodical approach to AI development, focusing on measurable progress through evaluation metrics and scorecards rather than intuitive "vibe-based" changes. Lawrence also discusses the evolution of their AI teams and roles, including their newly launched AI Engineer position designed specifically for the unique challenges of AI development, and how they use LLMs themselves to evaluate AI system performance. Topics discussed: Building an AI incident investigator that can automatically analyze logs, traces, and metrics to determine the root cause of technical outages. Creating comprehensive evaluation frameworks with scorecards and metrics to measure AI performance against historical incident data. Using LLMs as evaluators to determine if AI responses were helpful by analyzing post-incident conversations and user feedback. Developing internal tooling that enables teams to rapidly test and improve AI systems while maintaining quality standards. Evolving from individual "vibe-based" AI development to team-based systematic improvement with clear metrics for success. Structuring AI engineering roles and teams to balance product engineering skills with specialized AI development knowledge. Implementing product-focused AI features like chatbots that can help automate routine tasks during incident response. Leveraging parallel human and AI processes to collect validation data and improve AI system performance over time. Building versus buying AI evaluation tools and the advantages of custom solutions integrated with existing product data. Exploring the future of AI in technical operations and whether AI will enhance or replace human roles in incident management. Listen to more episodes:  Apple  Spotify  YouTube

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Listened to Open Source Security: Curl vs AI with Daniel Stenberg
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Daniel Stenberg, the maintainer of Curl, discusses the increase in AI security reports that are wasting the time of maintainers. We discuss Curl's new policy of banning the bad actors while establishing some pretty sane AI usage guidelines. We chat about how this low-effort, high-impact abuse pattern is a denial-of-service attack on the curl project (and other open source projects too). The show notes and blog post for this episode can be found at

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That's similar to how my site is done - I also make per-post licensing clear (as I have some posts with different licenses)

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Listened to 99 Dev Problems with Kevin Blanco | Podcast Episode on RSS.com
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In this heartfelt and inspiring episode of 99 Dev Problems, host Tessa Kriesel chats with the multifaceted Kevin Blanco, a DevRel advocate, film enthusiast, and tech professional from Costa Rica. Kevin shares his remarkable journey from humble beginnings, discovering computers in high school, to becoming a passionate community builder and a creative force in developer advocacy.Topics covered include:Community Power: Kevin highlights how the Drupal community's generosity shaped his career and emphasizes the importance of giving back to the communities that uplift us.From Developer to Advocate: Transitioning from a 15-year tech engineering role to DevRel, Kevin discusses how his love for storytelling and creativity aligns with his work at AppSmith, an open-source low-code platform.Creative Approach to DevRel: Kevin reveals his process of blending film school storytelling techniques into developer advocacy, focusing on empathy-driven video content, user empowerment, and building meaningful partnerships.Lessons in Simplicity: The duo explore the pitfalls of overengineering and the virtues of simplicity, shedding light on practical solutions to achieve business goals.Inspiration and Uniqueness: Kevin shares profound advice on creativity, personal growth, and embracing one's unique journey, offering actionable insights for developers and tech enthusiasts at every level.Join us for this insightful conversation that bridges tech, creativity, and community, showcasing how authenticity and passion can drive both personal and professional success.Where to Find Kevin Blanco:LinkedInKevinBlanco.devYouTube

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Listened to 99 Dev Problems with Amy Dutton | Podcast Episode on RSS.com
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In this engaging episode of 99 Dev Problems, host Tessa Kriesel welcomes guest, Amy Dutton, a seasoned web developer with 24 years of experience. Amy shares her journey from starting web development at 16 to becoming the lead maintainer of RedwoodJS. The conversation touches on her evolution from design to development, her early career experiences, and her latest ambitious project, Build Twelve—a year-long challenge to develop 12 projects in 12 months.Amy dives deep into the tech stacks and decision-making processes behind her projects, including her experiences with Laravel and Next.js, as well as the complexities of framework development. She also discusses the challenges of balancing technical work with building and maintaining a community, particularly in her Part-Time Startup initiative.The two share insights on getting unstuck as developers, leveraging AI tools like Claude and ChatGPT, and balancing the desire for perfection with the need for progress. Amy highlights the importance of walking away when stuck and embracing tools and workflows that play to individual strengths.This episode is packed with valuable lessons for developers at every stage, from overcoming technical hurdles to balancing the human and technical aspects of community-building.Where to Find Amy DuttonTwitter/X: @SelfTeachMeWebsite: buildtwelve.com – Subscribe for project updates and insights.Podcast: Compressed.fmTune in to hear Amy’s inspiring journey and practical advice, and stay connected for future collaborations and insights!

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Yikes. I used to work with someone who very prominently wore a collar (at work) but that still doesn't mean it's a topic of conversation 🙃