EPISODE · Jan 20, 2026 · 29 MIN
From Static Prompts to Self-Improving AI: Agents Updating Their Own Tools with Eduards Ruzga
from GSD Venture Studios Podcasts by Gary Fowler · host GSD Venture Studios
Join Eduards Ruzga, Founder & CEO of Desktop Commander, in an in-depth conversation with Gary Fowler as they explore the next evolution of Agentic AI — systems that can update their own prompts, tools, and knowledge autonomously. Learn how giving AI real computer access unlocks powerful new workflows and what it means for founders, developers, and the future of human–AI collaboration.🎯 Insights You’ll Learn:✓ What a self-editing agent really is—and why it changes everything✓ How AI can autonomously improve its own prompts, tools, and workflows✓ The difference between scripted automation and true agentic systems✓ Why real computer access is critical for next-gen AI agents✓ Lessons from building and shipping AI-native automation products✓ The risks, safeguards, and design principles behind self-improving AI✓ How autonomous agents could reshape productivity and software creation🌍 Why This Matters:As AI moves beyond static instructions, self-editing agents represent a major leap toward truly adaptive systems. By enabling AI to operate directly on computers and continuously refine itself, Desktop Commander is closing the technical gap between humans and machines—unlocking unprecedented productivity and creativity.👤 Expert Background:• Founder & CEO of Desktop Commander — AI automation with real computer access• Raised €1.1M in pre-seed funding• Former Staff Engineer at Prezi• Builder of rapid MVPs and AI-native products• AI YouTuber and blogger sharing practical insights from the frontier🎙️ Hosted by Gary Fowler, CEO of GSD Venture Studios — global AI entrepreneur, investor, and innovation leader spotlighting founders pushing the boundaries of Agentic AI.💡 Perfect For:AI builders, automation engineers, startup founders, product leaders, developers, and anyone interested in autonomous systems and the future of human–AI collaboration.🚀 Timely Topic:Self-editing agents mark a shift from reactive AI to continuously improving systems — and they’re redefining what’s possible with automation.Subscribe for more global founder conversations from GSD Venture Studios: https://gsdvs.com#AgenticAI #AutonomousAgents #AIInnovation #AIAutomation #SelfImprovingAI #FutureOfWork #StartupFounders #AIBuilders #DesktopCommander #EduardsRuzga #GaryFowler #TopGlobalStartups #GSDVentureStudios
What this episode covers
Join Eduards Ruzga, Founder & CEO of Desktop Commander, in an in-depth conversation with Gary Fowler as they explore the next evolution of Agentic AI — systems that can update their own prompts, tools, and knowledge autonomously. Learn how giving AI real computer access unlocks powerful new workflows and what it means for founders, developers, and the future of human–AI collaboration.🎯 Insights You’ll Learn:✓ What a self-editing agent really is—and why it changes everything✓ How AI can autonomously improve its own prompts, tools, and workflows✓ The difference between scripted automation and true agentic systems✓ Why real computer access is critical for next-gen AI agents✓ Lessons from building and shipping AI-native automation products✓ The risks, safeguards, and design principles behind self-improving AI✓ How autonomous agents could reshape productivity and software creation🌍 Why This Matters:As AI moves beyond static instructions, self-editing agents represent a major leap toward truly adaptive systems. By enabling AI to operate directly on computers and continuously refine itself, Desktop Commander is closing the technical gap between humans and machines—unlocking unprecedented productivity and creativity.👤 Expert Background:• Founder & CEO of Desktop Commander — AI automation with real computer access• Raised €1.1M in pre-seed funding• Former Staff Engineer at Prezi• Builder of rapid MVPs and AI-native products• AI YouTuber and blogger sharing practical insights from the frontier🎙️ Hosted by Gary Fowler, CEO of GSD Venture Studios — global AI entrepreneur, investor, and innovation leader spotlighting founders pushing the boundaries of Agentic AI.💡 Perfect For:AI builders, automation engineers, startup founders, product leaders, developers, and anyone interested in autonomous systems and the future of human–AI collaboration.🚀 Timely Topic:Self-editing agents mark a shift from reactive AI to continuously improving systems — and they’re redefining what’s possible with automation.Subscribe for more global founder conversations from GSD Venture Studios: https://gsdvs.com#AgenticAI #AutonomousAgents #AIInnovation #AIAutomation #SelfImprovingAI #FutureOfWork #StartupFounders #AIBuilders #DesktopCommander #EduardsRuzga #GaryFowler #TopGlobalStartups #GSDVentureStudios
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From Static Prompts to Self-Improving AI: Agents Updating Their Own Tools with Eduards Ruzga
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