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The future of AI in software development | Inbal Shani (CPO of GitHub)
Redefining Productivity Metrics in Software Development with AI
AI Key Takeaways
- The definition of productivity is a major focus for GitHub, particularly in relation to CoPilot and AI in software development.
- Metrics for AI are complex and evolving, with considerations such as code security, issue detection, and fixing before shipping.
- Time alone is not a sufficient metric for success, as speed does not necessarily indicate code quality or efficiency.
- The combination of input metrics in software development leads to developer happiness, which is ultimately the desired outcome.
- Developer happiness is considered the ultimate metric, and frameworks like Dora aim to measure developer experience.
- An alternative metric to time is 'time to value,' measuring the duration from task assignment to achieving the desired outcome.
- AI tools like CoPilot have the potential to improve collaboration and communication among developers, making it a valuable collaboration tool.
- If leveraged correctly, AI in software development can shorten development cycles and enhance clarity of thoughts and ideas.
- Copilot can act as a translator or universal conversation language, facilitating better communication and understanding among different personas involved in software development.
@ski
Stop Reacting, Start Acting: How 30 Minutes Can Transform Your Productivity
Thinking Time: A Powerful Skill That Can Change Your Life
AI Key Takeaways
- Time to think is often neglected as we scale our business or progress in our careers.
- Thinking time should be structured and scheduled for a 30-minute block.
- It is important to pose a specific question to yourself and explore it deeply during this thinking time.
- The definition of success includes having dedicated time for deep thinking.
- This skill allows for stepping back, reassessing, and making strategic choices.
- By dedicating time to thinking, you can prevent fires instead of putting them out.
- Acting with intention rather than reacting is a benefit of thinking time.
@ski
645: How to Rehearse Before a Presentation, with Jacqueline Farrington
How to Embrace Mistakes and Learn from Them
AI Key Takeaways
- Mistakes in rehearsals can be seen as learning opportunities rather than something to beat oneself up about
- Taking a moment to breathe and ask oneself how to recover from a mistake can be helpful
- Allowing speakers to struggle with mistakes can lead to them figuring out how to recover in the moment
- Struggling with mistakes can help speakers learn how to deal with similar situations on performance day
- Mistakes can teach speakers that they have the ability to handle failure
@ski
Cyber Security Today, Oct. 30, 2023 - Hackers warn Las Vegas-area parents they have their children's data
The Elf-v Gang Threatens to Release Stolen Data From Morrison Community Hospital in Illinois
AI Key Takeaways
- Some ransomware gangs selectively target hospitals for ransom.
- The black cat, Elf-V gang, recently threatened to release stolen data from Morrison Community Hospital.
- The gang has started publishing over 8 terabytes of VMware images and employee passwords from the hospital.
- More American companies are acknowledging being victims of the hack of their Progress Software Move-It servers.
- NASCO is notifying over 800,000 customers about stolen personal information, including names and social security numbers.
- Over 2,500 businesses and governments globally have had data stolen through Move-It Compromises.
@ski
Cyber Security Today, Oct. 30, 2023 - Hackers warn Las Vegas-area parents they have their children's data
Data Theft and Publishing of 200,000 Student Profiles in US School District
AI Key Takeaways
- One of the biggest public school districts in the US, Clark County School District in Nevada, has experienced data theft and publishing of 200,000 student profiles.
- A group called SingularityMD claims responsibility for the breach, stating they have had access to the school district's IT network for months.
- The breach was possible because the school district required students to use their birthday as a password.
- The hackers contacted at least one parent, informing them that their children's information had been compromised.
- The perpetrators are demanding payment in exchange for returning the stolen data.
- This is not the first time the school district has been targeted; it also experienced a ransomware attack in 2020 and did not pay the ransom then or now.
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