S2: E3: The Joy of Troubleshooting With AI: Peer Review in the Age of Agents
Sun Jan 18 2026
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Errors used to slow projects down. Now they accelerate them. This episode explores what happens when AI becomes your debugger, collaborator, and technical companion.
🔑 Key Quote:
“Every error became momentum. That’s the real magic of troubleshooting with AI.”
📘 What You’ll Learn:
• How AI transforms the debugging experience
• Why iteration cycles become energising, not fatiguing
• How embedded AI agents amplify clarity and structure
• Why troubleshooting becomes a partnership rather than a solo struggle
• Practical lessons for PMs, builders, operators and innovators
🎧 This Episode is a Must-Listen If You:
• Want to understand how AI accelerates problem-solving
• Manage digital or AI-enabled transformation
• Are building products with limited resources
• Want to see the future of software delivery and PMO tooling
• Are curious how AI can improve quality and reduce frustration
📌 Key Takeaways:
• Troubleshooting is no longer a blocker — it’s a feature
• AI gives you real-time peer review, correction, and guidance
• Human judgment still matters — AI just keeps you moving
• Embedded agents will reshape professional workflows everywhere
🎙 Closing Thought: Troubleshooting used to feel like dragging a project uphill. Now it feels like flying with a co-pilot.
Thanks for following Powering ProjeX. Please do subscribe wherever you consume podcasts.
In 2026, Powering ProjeX will be publishing some of our long-form content on Patreon. 20 minute episodes will be published YouTube Podcasts, Spotify and Apple Podcasts. Head over to our Patreon site for more content and member only offers.
Patreon: https://patreon.com/PoweringProjeX
Support the show
Thanks for following Powering ProjeX.
Vision: A world where project people are celebrated as the quiet architects of progress: turning the boldest visions into victories through wisdom, courage, and relentless learning.
Mission: To equip project professionals to master their craft through raw, authentic conversations with the respected CEOs, experts, and practitioners.
Listen to the Powering ProjeX on:
You Tube: https://www.youtube.com/@poweringprojex
Spotify: https://open.spotify.com/show/4ouQGB93q1OThUbNODUedu?si=23eb21e242dc4b2b
Apple Podcasts: https://podcasts.apple.com/au/podcast/powering-projex-from-vision-to-victory/id1823405814
In 2026, Powering ProjeX will be publishing some of our long-form content on Patreon. Short form (20 minute episodes) will continue to be published YouTube Podcasts, Spotify and Apple Podcasts. Head over to our Patreon site for more content and member only offers. Patreon: https://patreon.com/PoweringProjeX
Donation: You can support Powering ProjeX with a one-off or recurring donation at https://buymeacoffee.com/poweringprojex
Engage with Powering ProjeX on:
X: https://x.com/PoweringProjeX
Linked In: https://www.linkedin.com/company/powering-projex
Content Frequency: Powering ProjeX releases full length podcasts fortnightly on a Monday at 9:00am AEST.
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Send us a text Errors used to slow projects down. Now they accelerate them. This episode explores what happens when AI becomes your debugger, collaborator, and technical companion. 🔑 Key Quote: “Every error became momentum. That’s the real magic of troubleshooting with AI.” 📘 What You’ll Learn: • How AI transforms the debugging experience • Why iteration cycles become energising, not fatiguing • How embedded AI agents amplify clarity and structure • Why troubleshooting becomes a partnership rather than a solo struggle • Practical lessons for PMs, builders, operators and innovators 🎧 This Episode is a Must-Listen If You: • Want to understand how AI accelerates problem-solving • Manage digital or AI-enabled transformation • Are building products with limited resources • Want to see the future of software delivery and PMO tooling • Are curious how AI can improve quality and reduce frustration 📌 Key Takeaways: • Troubleshooting is no longer a blocker — it’s a feature • AI gives you real-time peer review, correction, and guidance • Human judgment still matters — AI just keeps you moving • Embedded agents will reshape professional workflows everywhere 🎙 Closing Thought: Troubleshooting used to feel like dragging a project uphill. Now it feels like flying with a co-pilot. Thanks for following Powering ProjeX. Please do subscribe wherever you consume podcasts. In 2026, Powering ProjeX will be publishing some of our long-form content on Patreon. 20 minute episodes will be published YouTube Podcasts, Spotify and Apple Podcasts. Head over to our Patreon site for more content and member only offers. Patreon: https://patreon.com/PoweringProjeX Support the show Thanks for following Powering ProjeX. Vision: A world where project people are celebrated as the quiet architects of progress: turning the boldest visions into victories through wisdom, courage, and relentless learning. Mission: To equip project professionals to master their craft through raw, authentic conversations with the respected CEOs, experts, and practitioners. Listen to the Powering ProjeX on: You Tube: https://www.youtube.com/@poweringprojex Spotify: https://open.spotify.com/show/4ouQGB93q1OThUbNODUedu?si=23eb21e242dc4b2b Apple Podcasts: https://podcasts.apple.com/au/podcast/powering-projex-from-vision-to-victory/id1823405814 In 2026, Powering ProjeX will be publishing some of our long-form content on Patreon. Short form (20 minute episodes) will continue to be published YouTube Podcasts, Spotify and Apple Podcasts. Head over to our Patreon site for more content and member only offers. Patreon: https://patreon.com/PoweringProjeX Donation: You can support Powering ProjeX with a one-off or recurring donation at https://buymeacoffee.com/poweringprojex Engage with Powering ProjeX on: X: https://x.com/PoweringProjeX Linked In: https://www.linkedin.com/company/powering-projex Content Frequency: Powering ProjeX releases full length podcasts fortnightly on a Monday at 9:00am AEST. Unt...