The tools change. The principles don't.

The engineering industry faces a dual challenge: reliance on inefficient, legacy workflows and a constant barrage of technological hype. It is difficult for practicing engineers to distinguish durable, high-leverage skills from fleeting trends.

Flocode was created to address this problem directly.

Flocode is the working repository of James O'Reilly, a practicing senior structural engineer. Insights are delivered exclusively through a focused newsletter and a library of pragmatic frameworks for modern engineering challenges.

The best way to understand the Flocode philosophy is to read the work. The newsletter is the core hub for all new insights and frameworks.

  • Solve real-world engineering problems with Python and AI.

  • Learn to deconstruct problems to their fundamentals, not just rely on black-box tools.

  • Get distilled, actionable insights, no bloated theory.

  • Join a community of practitioners shaping the future of engineering.

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Flocode: Engineering Insights is a newsletter for professional engineers focused on pragmatic computational frameworks. We deliver battle-tested insights on AI integration, workflow automation, and systems thinking, filtering the signal from the noise.

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I'm James O'Reilly, a Senior Structural Engineer applying computational tools with first-principles rigor in a slow-to-adapt industry. Flocode is my working repository of the frameworks and ideas that result from this approach.