The Dark Arts of Software Engineering Team Optimization
In this episode of The Dark Arts of Team Optimization Podcast, hosts Kyle Johnson [https://www.linkedin.com/in/kyleclaytonjohnson/] and Franz Aliquo [https://www.linkedin.com/in/franz-aliquo/] along with Guest Paul Seibert [https://www.linkedin.com/in/paulseibert1/], eCommerce Director of Oracle | NetSuite ERP, SuiteCommerce Advanced, Shopify Plus at Seibert Consulting Group [https://www.linkedin.com/company/seibertconsulting/] and Founding Member of San Diego Tech Hub [https://www.linkedin.com/company/san-diego-tech-hub/] talks about the hidden failure modes of software projects through the lens of forensic analysis, legal accountability, and emerging AI-driven development models. The conversation explores how multimillion-dollar software collapses happen, what warning signs teams miss, and how agentic engineering is reshaping the future of software teams. Paul Seibert is a seasoned software expert witness, forensic analyst, and consultant specializing in high-stakes litigation and enterprise systems. With experience testifying in federal bankruptcy cases and exposing systemic data vulnerabilities in major tech platforms, Paul brings a rare combination of technical, legal, and ethical insight into how software systems fail and what organizations must do to prevent it. EXPECT TO LEARN - How to identify early forensic “fingerprints” of failing software projects - The role of contracts, statements of work, and financial data in uncovering fraud - Why AI is transforming legal discovery and reducing law firm headcount - When engineers have a moral obligation to become whistleblowers - How agentic engineering is redefining team structure and developer productivity EPISODE BREAKDOWN WITH TIMESTAMPS [00:00:00] - Teaser [00:00:47] - Introduction & Guest Background [00:01:48] - Spotting Failing Projects Early [00:03:24] - Forensic Accounting & Fraud Indicators [00:05:03] - AI’s Impact on Legal Discovery (ESI) [00:09:10] - Fraud: Intent vs Systemic Failure [00:11:10] - The Critical Role of Statements of Work [00:14:40] - Whistleblowing & Ethical Responsibility [00:17:51] - Who Owns Responsibility: Customer vs Corporation? [00:23:26] - Agentic Engineering vs Traditional Teams [00:26:56] - Avoiding the “Technical Debt Grave” with AI [00:28:44] - Human + AI: The New Engineering Partnership [00:33:33] - The Future of Engineering Careers [00:40:18] - Closing Thoughts & Where to Find Paul 📱 Follow the Guest Paul Seibert: 👉 LinkedIn: https://www.linkedin.com/in/paulseibert1/ [https://www.linkedin.com/in/paulseibert1/] 👉Company Profile on LinkedIn: Seibert Consulting Group: https://www.linkedin.com/company/seibertconsulting/ [https://www.linkedin.com/company/seibertconsulting/] San Diego Tech Hub: https://www.linkedin.com/company/san-diego-tech-hub/ [https://www.linkedin.com/company/san-diego-tech-hub/] 👉Company Profile on Instagram: Seibert Consulting Group: https://www.instagram.com/seibertconsultinggroup/ [https://www.instagram.com/seibertconsultinggroup/] San Diego Tech Hub: https://www.instagram.com/sandiegotechhub/ [https://www.instagram.com/sandiegotechhub/] 👉Company Profile on Facebook: San Diego Tech Hub: https://www.facebook.com/SanDiegoTechHub/ [https://www.facebook.com/SanDiegoTechHub/] 👉Company Website: Seibert Consulting Group: https://www.seibertconsulting.com/ [https://www.seibertconsulting.com/] 📱 Follow the Hosts Kyle Johnson and Franz Aliquo: 👉 Kyle’s LinkedIn: https://www.linkedin.com/in/kyleclaytonjohnson/ [https://www.linkedin.com/in/kyleclaytonjohnson/] 👉 Franz’s LinkedIn: https://www.linkedin.com/in/franz-aliquo/ [https://www.linkedin.com/in/franz-aliquo/] 📱 Follow Holonic: 👉 Website: https://www.becomeholonic.com/ [https://www.becomeholonic.com/] 👉 LinkedIn: https://www.linkedin.com/company/becomeholonic/ [https://www.linkedin.com/company/becomeholonic/]
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