Lightning Talks - Day 2 PM
summary
Short, focused takeaways: concrete tooling and results stand out. Demonstrations include a benchmarking plea with pi performance for uploading real workloads, a matching tool correlate that pairs ~200 episodes in ~0.2s, a code-search linter samgrab repurposed to flag Spotify tempo jumps and photo “fashion” violations, a live PyPI demo of 2FA and scoped API tokens, recipe generation via fine‑tuned GPT‑2 that sometimes outputs hilarious errors, migration testing advice using django test migrations, and a Rust graphlib rewrite that yields measurable speedups and tradeoffs.
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chapters (12)
- 0:00Lightning talks introduction
- 5:31My first PyCon reflections
- 10:20Open source as a public park
- 14:31Linting the world
- 20:00Speeding up Python
- 23:43Correlating data
- 27:46Concise communication
- 30:34Testing database migrations
- 35:36Securing PyPI accounts
- 40:22AI recipe generation
- 45:05Upgrading Django
- 50:34Rewriting Python in Rust
