Project direction and high-level steps

[charlesfrye]

🥅 Goal: make FSDL tooling recs more easily actionable

Sub-Goal: support future FSDL community + course projects

Sub-Goal: support FSDL 2023 labs

🏗️ Deliverable: a project template with tooling recs built in

Bonus Deliverable: FSDL blog post(s) summarizing our findings

Bonus Deliverable: FSDL social media content highlighting tools and findings

🪜 Next Steps

• Decide on the target audience and project maturity level #3 . First-time hackers, early start-ups, or enterprise teams? An MVP or a five 9s webservice?
• Decide on the development environment #5 we want to support. Bare metal or containers? Cloud-native, cloud-friendly, or local? Are M1 Macs in scope? Is Colab a target?
• Determine best practices for managing Python and system dependencies in that environment and for that audience.
• Determine API boundaries for components so that work can be chunked. How does experiment management talk to deployment? How does model monitoring talk to data storage?

💾 Current Tech Stack

• cookiecutter for repo templating