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#253 Data Mesh Implementation Success Metrics - Data Quality - Mesh Musings 53
Monitoring Data Product SLAs
AI Key Takeaways
- Data products with a refresh time greater than one hour should be expanded to match that window to avoid repeatedly measuring unchanged data.
- Regularly assess if data products are meeting their SLAs and consider implementing SLAs for SLAs.
- Avoid getting too complex by focusing on the implementation level when evaluating SLAs.
@nikita
#247 Data Mesh Implementation Success Metrics - The Data Platform - Mesh Musings 52
How to Measure Your Platform's Success
AI Key Takeaways
- new ones like satisfaction, time to deploy new products, time to update existing data products
- Data products, ease of use, which kind of blends into all the others
- Searchability and discoverability
- Ease of interconnection or interoperability between data products mean time to detect and mean time to recovery from issues or incidents
@nikita
#247 Data Mesh Implementation Success Metrics - The Data Platform - Mesh Musings 52
Measuring User Satisfaction and Time to Deploy in Data Product Development
AI Key Takeaways
- The satisfaction and choice of users in using a platform should be a priority for organizations.
- Understanding why users choose or don't choose a platform can provide valuable insights.
- Measuring the time it takes to deploy new products is an important metric.
- Developing a clear understanding of what a new data product should look like is crucial.
- Measuring communication friction and time to alignment can provide insights into the development process.
@nikita
#247 Data Mesh Implementation Success Metrics - The Data Platform - Mesh Musings 52
Why Dora metrics matter for measuring DevOps effectiveness
AI Key Takeaways
- Dora metrics measure effectiveness of DevOps practices
- Number of deploys of services is a key metric for DevOps health
- Constantly deploying updates demonstrates good processes
- Easy deployment of new versions is important for data products
- Consider the friction in making changes to data products
- Friction should be measured and addressed
@nikita
Rerelease of #52 Data Mesh Data Governance: Getting Out of Your Own Way - Interview w/ Sarita Bakst
Data product development and governance principles for unlocking business value
AI Key Takeaways
- Data products should focus on unlocking business value
- Start with a limited scope for the first version of a data product
- Design data products to be extensible and reusable
- Consider domain driven design for data governance
- Provide guidance rather than making decisions for governance
- Establish standards for interoperability and naming
- Think of standards as guiding principles
- Ensure domain owners have access to subject matter expertise for governance
- Column naming conventions are crucial for data discovery
- Naming conventions facilitate finding desired data
@nikita
Ep. 274: The Deep Life Stack v2.0
The Importance of a Working Memory.txt File for Productivity
AI Key Takeaways
- Having a blank, unformatted text file on your desktop can serve as a working memory.txt file to offload things out of your brain temporarily.
- A working memory.txt file is a useful and commonly used digital tool in the speaker's professional life.
- Clearing the working memory.txt file to empty is recommended.
- The working memory.txt file is described as an extension of one's brain.
@nikita
The Secrets of Public Speaking From History's Greatest Orators
The Importance of Eye Contact and Reading Speeches
AI Key Takeaways
- Every aspect of your body comes into play when speaking in front of an audience
- Ensure that you make eye contact with everyone in the audience
- Reading a speech from a projected text can still allow you to maintain eye contact with the audience
- Reciting a speech from memory can add depth to the spoken word
@nikita
#717: Noah Kagan — How to Launch a Million-Dollar Business This Weekend
How to identify Opportunities for new business
AI Key Takeaways
- Someone stumbled upon a problem they were excited to solve for themselves.
- They wanted more of an enjoyable hobby in their life.
- They didn't want to pursue a business, but rather a toy rental.
- One approach to starting a business is analyzing credit card statements to identify spending patterns.
- They identified sports nutrition as a potential business opportunity based on their spending.
- Another approach is identifying areas where multiple solutions are being cobbled together for a problem.
@nikita
Ep. 263: Overhaul Your Life
Using Weekly Plans for Work and Household Management
AI Key Takeaways
- Full capture review when planning work to include household tasks.
- Organizational systems help gain control and knowledge of time allocation in both professional and personal life.
- Automation and curtailment of tasks can lead to a better, less busy life.
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