# Tag: mechanism

- URL: https://eugeneyan.com/tag/mechanism
- Index of the whole site: https://eugeneyan.com/llms.txt

- [How to Work and Compound with AI](https://eugeneyan.com/writing/working-with-ai.md) (2026-05-03): Context as infra, taste as config, verify for autonomy, scale via delegation, close the loop.
- [How to Run a Weekly Paper Club (and Build a Learning Community)](https://eugeneyan.com/writing/paper-club.md) (2024-11-24): Benefits of running a weekly paper club, how to start one, and how to read and facilitate papers.
- [How to Write Data Labeling/Annotation Guidelines](https://eugeneyan.com/writing/labeling-guidelines.md) (2023-03-12): Writing good instructions to achieve high precision and throughput.
- [Mechanisms for Effective Technical Teams](https://eugeneyan.com/writing/mechanisms-for-teams.md) (2023-02-05): End of week debrief, weekly business review, monthly learning sessions, and quarter review.
- [Mechanisms for Effective Machine Learning Projects](https://eugeneyan.com/writing/mechanisms-for-projects.md) (2023-01-22): Pilot & copilot, literature review, methodology review, and timeboxing.
- [Why You Should Write Weekly 15-5s](https://eugeneyan.com/writing/15-5.md) (2022-06-26): 15 minutes a week to document your work, increase visibility, and earn trust.
- [What I Wish I Knew About Onboarding Effectively](https://eugeneyan.com/writing/onboarding.md) (2022-05-22): Mindset, 100-day plan, and balancing learning and taking action to earn trust.
- [Why You Need to Follow Up After Your Data Science Project](https://eugeneyan.com/writing/why-you-need-to-follow-up-after-your-data-science-project.md) (2020-07-19): Ever revisit a project & replicate the results the first time round? Me neither. Thus I adopted these habits.
- [What I Do During A Data Science Project To Deliver Success](https://eugeneyan.com/writing/what-i-do-during-a-data-science-project-to-ensure-success.md) (2020-07-12): It's not enough to have a good strategy and plan. Execution is just as important.
- [What I Do Before a Data Science Project to Ensure Success](https://eugeneyan.com/writing/what-i-do-before-a-data-science-project-to-ensure-success.md) (2020-06-15): Haste makes waste. Diving into a data science problem may not be the fastest route to getting it done.
- [What I Love about Scrum for Data Science](https://eugeneyan.com/writing/what-i-love-about-scrum-for-data-science.md) (2020-06-07): Initially, I didn't like it. But over time, it grew on me. Here's why.
- [Data Science and Agile (Frameworks for Effectiveness)](https://eugeneyan.com/writing/data-science-and-agile-frameworks-for-effectiveness.md) (2019-02-02): Taking the best from agile and modifying it to fit the data science process (Part 2 of 2).