Beyond Code

Acknowledgments

The experiments described in Part I were conducted over several months of iterative design, failure analysis, and redesign. The coordination architectures that failed so instructively did so because the experimental framework was rigorous enough to make the failures visible and measurable, and that rigor was the product of extensive prior work on the substrate-independent dysfunction hypothesis.

The coaching transcripts that inform Part V represent hundreds of hours of conversation with working engineers who allowed their struggles, their reasoning, and their growth to be documented and examined. The engineers whose sessions appear in these pages, anonymized but faithfully represented, demonstrated the kind of honest engagement ...