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Blog: practical Spyder workflows

Articles here focus on reproducible habits inside Spyder. Each post links to deeper sections on this site so you can build a curriculum for new teammates.

Workflow

Teaching layout that survives a full semester

Dock the console, plots, and variable explorer once, export your layout, and reuse it every lecture so students spend time on concepts instead of rearranging panes.

Read the first launch checklist

Performance

Faster iteration when plots are heavy

Close figures you no longer need, reuse axes objects where possible, and profile hot loops before rewriting them with vectorized operations.

See plotting guidance

Plugins

Rolling out plugins without surprising analysts

Pilot new plugins in a staging environment, capture screenshots for release notes, and communicate default pane visibility before pushing updates.

Review plugin strategy

Install

Checksum discipline for regulated labs

Pair installer downloads with recorded hashes in your quality system so auditors can trace the exact binaries deployed to instruments.

Open install section
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