5.8 KiB
5.8 KiB
Tools
- Documentation
- Use Google's Markdown Style Guide for written documentation.
- Conceptual graphical documentation as inline embedded images.
- Save Matplotlib / Seaborn plots as
.svg. - Sketches and handwritten illustrations scanned / photographed as
.png/.jpg. - Scanned / photographed illustrations should be cropped, contrast and alligned.
- DevOps
- Do CodeReviews
- Use scrum methodology
- Test and Production environments must be the same and very well defined: FreeBSD image or Ubunut Docker container
- Logs:
- Application logs
docker-compose logs - Linux-based OS logs:
/var/log/messages - ssh logs
/var/log/audit/audit.log
- Application logs
- UX/UI
- Visualization
- problem: it's difficult to include visualization in this workflow but essential to fast prototyping.
- Perhaps text-to-diagram
- AsciiFlow
- Spectral, a diverging colormap from matplotlib.
- Tikz Editor
- Matplotlib
- API
- JSON API is the easiet API - follow the rules
- Requesting - use Python-requests
- Database / DataWarehouse
- sqlAlchemy usage
- Pandas cheatsheet
- PostgreSQL (datetime functs)
- Consider SQL (but don't use
select *) - Be aware of feature casualties of large databases
- Data Science - Hierarchy of Needs
- Security
- Audit security
- Understand SSH tunnels
- Anticipatory Failure Determination
- Secret Management for APIs
- Programming Personalizations
- Code-tags (PEP-0350)
- vscode tip: turn off openDiffOnClick
- git bash solarized 🌞
- Music for programming
- OpenStack: Linting and Pre-commit Hooks
- Deploying
- Virtualize Everything! Awesome-Compose.
- AI / ML / Modelling
- open source cousin to GPL3
- Machine Learning Master is a great resource!
- Philosophy / Mindset / Principles
- the-importance-of-humility-in-software-development
- All gui is bloat and we should just go back to using the abacus /NashFPV (youtube comment)
- doing it right vs doing it on time
- Closed Source Software: If you cannot check what it does / how it works, do not use it for the sake of security.
- Software Design X Dieter Rams
- approaching hard problems
- Collaboration / Working in a team
- SPACE (satification, performance, activity, communication, efficiency)
- Google's Four DevOp KPIs
- Details about pair programming
- Is extreme programming a thing?
- Collaboration (tools: csvbox, pyodide)
- Resolve Joel's 12 Questions
- keeping the repo nice
- keep repo nice with makefile
- Misc
- Use NestedText: No YAML, TOML, or INI. CSV/TSV is acceptable.
- Things you should do now
- Follow naming conventions
- Follow software engineering laws
- There's some gold nuggets this reddit post
- Mac Software