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How Software Engineers and Students Use AI to Move Faster than Ever (without breaking things)
The “AI revolution” is really augmented intelligence: humans + tools. super{set} backs teams that are AI-native—putting AI at the core, not as an add-on. For students, the risk is either over-relying on AI (and skipping fundamentals) or under-using it (and falling behind). Universities should teach both rigorous reasoning and modern AI workflows. For developers, agentic tools (e.g., Cursor, Copilot) turn one engineer into a mini dev team—automating boilerplate, tests, docs, and legacy audits—so humans can focus on architecture, edge cases, and creative problem-solving. AI won’t erase jobs; it shifts them, rewarding those who adapt. The near future belongs to builders who pair deep software craft with AI fluency.

Considered by some to be “America’s Second Independence Day,” Juneteenth has only recently entered the national zeitgeist. Celebrated on the third Saturday in June, it became a federal holiday just last year under President Joe Biden. Many companies are left wondering how to acknowledge the holiday. We sat down with Eskalera’s co-founder Dr. Tolonda Tolbert to get her take.
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