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The Dark Arts of Software Engineering Team Optimization

The Dark Arts of Software Engineering Team Optimization

By: Kyle Johnson Franz Aliquo
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Summary

 Join hosts Kyle Johnson, the expert in scaling engineering teams with precision, and Franz Aliquo, the cultural architect behind viral campaigns and Fortune 50 strategy, as they reveal the "dark arts" of elite software engineering team optimization. From Holonic, this podcast invites top minds and successful leaders to dissect the science of creating Product-Oriented Development (POD) teams. We dive into the proprietary curriculum - informed by cutting-edge team science - that builds self-contained, high-velocity units designed for resilience. Learn the secrets to achieving unparalleled agility, lowering churn, and integrating cross-functional collaborators who drive business value immediately. Don't just hire talent. Architect success.Copyright 2026 Kyle Johnson, Franz Aliquo Economics Management Management & Leadership
Episodes
  • AI Strategy Gap Between Business Leaders and Engineers Breaking Companies with Craig Heile

    AI Strategy Gap Between Business Leaders and Engineers Breaking Companies with Craig Heile
    May 15 2026
    In this episode of The Dark Arts of Team Optimization Podcast, hosts Kyle Johnson and Franz Aliquo talk with Craig Heile, Head of GTM AI Solutions at Ascend AI Labs, also the Co-founder and Advisor at Launch GTM. With AI technology advancing at an unprecedented pace, there is often a significant gap between the expectations of business leaders and the technical capabilities of engineers. Craig shares his expertise on how to bridge this gap, ensuring that AI can be effectively integrated into business operations to create lasting value.From understanding AI’s transformative potential to addressing fears among engineers about job displacement, this conversation covers the strategic and operational challenges companies face as they adapt to a rapidly changing technological landscape. Craig also discusses how engineers can evolve into internal advisors, working alongside business teams to optimize workflows and drive innovation.Expect to Learn:- The challenges business owners face when communicating AI needs to engineers.- How to align business strategies with AI integration.- Insights into the evolving role of engineers and AI in organizations.- Practical steps for creating sustainable AI strategies in business.Timestamps:[00:00] - Teaser[01:29] - Introduction[03:00] - The Gap Between Business Owners and Engineers[07:10] - The AI Knowledge Gap[10:55] - Identifying Early Signs of AI Disconnect[13:30] - Managing Shadow AI in Organizations[15:26] - Engineers’ Fear of AI Integration[18:06] - The Changing Role of Middle Management[19:55] - Building a Durable AI Strategy[24:11] - Preparing for AI Transitions: What’s Next?[35:53] - Conclusion📱 Follow the Guest Craig Heile:👉 LinkedIn: https://www.linkedin.com/in/craig-heile/Company LinkedIn:- Ascend AI Labs: https://www.linkedin.com/company/ascendailabs/- Launch GTM: https://www.linkedin.com/company/launchgtm/Company Website:- Ascend AI Labs: https://ascendlabs.ai/- Launch GTM: https://launchgtm.com/Company Instagram:- Ascend AI Labs: https://www.instagram.com/ascendlabs.ai📱 Follow the Hosts Kyle Johnson and Franz Aliquo:👉 Kyle’s LinkedIn: https://www.linkedin.com/in/kyleclaytonjohnson/👉 Franz’s LinkedIn: https://www.linkedin.com/in/franz-aliquo/📱 Follow Holonic:👉 Website: https://www.becomeholonic.com/👉 LinkedIn: https://www.linkedin.com/company/becomeholonic/
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    32 mins
  • AI Reliability in Legal Tech for Law Firms to Build Trustworthy Automation with Adam Paulisick

    AI Reliability in Legal Tech for Law Firms to Build Trustworthy Automation with Adam Paulisick
    May 8 2026
    In this episode of The Dark Arts of Team Optimization, hosts Kyle Johnson and Franz Aliquo talk with Adam Paulisick, Chief Executive Officer at Skilly, Distinguished Service Professor, Lead Instructor, and Occasional Founder of Executive Education at Carnegie Mellon University School of Computer Science. He is also Founder and maad Scientist at maad labs, Advisor of Sales and Product at ViralMoment and Advisor of Sales and Go-To-Market at BlastPoint. Adam brings a wealth of knowledge from his experience in AI, product entrepreneurship, and human-computer interaction. He is currently building Skilly, a company deploying AI agents that onboard and train employees in a human-like manner. In this engaging conversation, Adam dives into the challenges and opportunities that AI brings to teams, the dynamics of acquisitions, and how leaders can thrive in the fast-changing tech landscape.Adam Paulisick is a seasoned entrepreneur, having led three companies through successful acquisitions. With a background in AI, human-computer interaction, and entrepreneurship, Adam has also taught at Carnegie Mellon for over a decade. He’s passionate about blending technology with human interaction, and he's currently building Skilly AI agents that train and onboard employees. Adam's career has intersected various domains, from tech to psychology, providing him with a unique perspective on innovation, leadership, and team dynamics.Expect to Learn:- Insights into the effects of acquisitions on teams and the challenges of integrating human talent with AI. - How AI is reshaping job descriptions and team structures, and how curiosity and soft skills are more valuable than ever. - The importance of interdisciplinary thinking and collaboration in fostering innovation. - The role of AI in augmenting human capabilities and its impact on employee productivity and decision-making. - How personal routine and self-awareness play a crucial role in maintaining balance while navigating the entrepreneurial journey.Episode Breakdown with Timestamps:[00:00:00] – Teaser[00:01:24] – Adam’s experience with acquisitions.[00:05:28] – Distribution vs. differentiation.[00:07:19] – Integrating AI with humans.[00:11:12] – Proactive change management.[00:13:32] – Skilly’s “AI Fridays.”[00:21:05] – Job descriptions evolve with AI.[00:26:12] – Curiosity and soft skills matter.[00:30:08] – Empathy + AI = success.[00:41:02] – Skilly’s AI agents.[00:52:07] – AI enhances customer journeys.[00:52:46] – Adam’s routine and avoiding burnout.[00:58:25] – Conclusion📱 Follow Guest Adam Paulisick:👉LinkedIn: https://www.linkedin.com/in/paulisick/ 👉Instagram: https://www.instagram.com/paulisick/ 👉Company LinkedIn:- Skilly: https://www.linkedin.com/company/skillyai/ - Carnegie Mellon University School of Computer Science: https://www.linkedin.com/school/cmuscs/ - maad labs: https://www.linkedin.com/company/maad-labs/ - ViralMoment: https://www.linkedin.com/company/viralmoment/ - BlastPoint: https://www.linkedin.com/company/blastpoint/ 👉Company Website: - Skilly: https://www.skillyai.com/ - Carnegie Mellon University School of Computer Science: https://www.scs.cmu.edu/ - maad labs: https://maadlabs.io/ - ViralMoment: https://viralmoment.com/ - BlastPoint: http://www.blastpoint.com/ 👉Company Instagram:- Skilly: https://www.instagram.com/skillyai/ - Carnegie Mellon University School of Computer Science: https://www.instagram.com/scsatcmu/ - maad labs: https://www.instagram.com/maadlabs/ - ViralMoment: https://www.instagram.com/getviralmoment/ 📱 Follow the Hosts Kyle Johnson and Franz Aliquo:👉 Kyle’s LinkedIn: https://www.linkedin.com/in/kyleclaytonjohnson/👉 Franz’s LinkedIn: https://www.linkedin.com/in/franz-aliquo/ 📱 Follow Holonic:👉 Website: https://www.becomeholonic.com/👉 LinkedIn: https://www.linkedin.com/company/becomeholonic/
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    59 mins
  • How to Build Reliable AI Systems: When Hallucinations Are Inevitable with Justin Waltrip

    How to Build Reliable AI Systems: When Hallucinations Are Inevitable with Justin Waltrip
    May 1 2026
    In this episode of The Dark Arts of Team Optimization, hosts Kyle Johnson and Franz Aliquo talk with Justin Waltrip, Co-founder & Data Scientist at SQUARY AI. Justin has been at the forefront of AI development since 2015, well before the current AI boom took hold. With a deep background in data science and machine learning, he has spent years building AI solutions that tackle complex problems in various industries. Justin focuses on leveraging AI to streamline and enhance the legal industry’s often cumbersome document review processes. Under his leadership, SQUARY AI is developing tools that help law firms and legal departments improve productivity, reduce time spent on manual tasks, and ensure more reliable, efficient outcomes. In this episode, Justin shares his journey, the challenges of building AI for legal tech, and how he and his team are rethinking how technology can support legal professionals.Expect to Learn:- Insights into the challenges of building AI for legal tech- The importance of testing in AI development- How AI tools can reduce tedious work for lawyers while maintaining high standards of accuracy and reliability- The evolving role of AI in the legal field and potential for future automationTimestamps:[00:00] - Teaser[01:13] - Introducing Justin Waltrip[02:15] - AI Engineering Challenges and Overlooked Disciplines[04:05] - Managing AI Unpredictability and Reliability[06:24] - Hallucinations in AI: Can They Be Eliminated?[08:42] - SQUARY AI's Pivot into Legal Tech[14:33] - Engineering for 100% Reliability[17:40] - Pushback from the Legal Industry on Efficiency Tools[23:12] - Managing a Small Startup Team[25:19] - Hiring for Culture and Vision Fit at SQUARY AI [30:58] - Navigating Investor Expectations and Growth[33:48] - Future Plans for SQUARY AI'S Product Development[38:19] - How to Learn More About SQUARY AI📱 Follow Guest Justin Waltrip:👉LinkedIn: https://www.linkedin.com/in/justin-waltrip-53082b17b/ 👉Instagram: https://www.instagram.com/justin.waltrip8408?👉Company LinkedIn: https://www.linkedin.com/company/squary-ai/ 👉Company Website: https://www.squary.ai/ 👉Company X: https://x.com/CognistX 📱 Follow the Hosts Kyle Johnson and Franz Aliquo:👉 Kyle’s LinkedIn: https://www.linkedin.com/in/kyleclaytonjohnson/👉 Franz’s LinkedIn: https://www.linkedin.com/in/franz-aliquo/ 📱 Follow Holonic:👉 Website: https://www.becomeholonic.com/👉 LinkedIn: https://www.linkedin.com/company/becomeholonic/
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    39 mins
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