From Static Prompts to Self-Improving AI: Agents Updating Their Own Tools with Eduards Ruzga episode artwork

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

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

NOW PLAYING

From Static Prompts to Self-Improving AI: Agents Updating Their Own Tools with Eduards Ruzga

0:00 29:44

No transcript for this episode yet

We transcribe on demand. Request one and we'll notify you when it's ready — usually under 10 minutes.

MG Show MG Show The MG Show, hosted by Jeffrey Pedersen and Shannon Townsend, is a leading alternative media platform dedicated to uncovering the truth behind today’s most pressing political issues. Launched in 2019, the show has grown exponentially, offering unfiltered insights, comprehensive research, and real-time analysis. With a commitment to independent journalism and factual integrity, the MG Show empowers its audience with knowledge and encourages active participation in the political discourse. French Your Way Jessica: Native French teacher founder of French Your Way Boost your French listening skills and test your comprehension with this one of a kind series of podcasts. Get the chance to listen to a real conversation between native speakers talking at normal speed AND customise your learning experience through carefully designed sets of questions (2 levels of difficulty) available for download at www.frenchvoicespodcast.com. All interviews also come with the transcript. French teacher Jessica interviews native speakers of French from around the world who share a bit of their life and passion. Where else would you meet in one same place a French yoga teacher based in Melbourne, a soap manufacturer from Provence, or a couple cycling around the world? That Hoarder: Overcome Compulsive Hoarding That Hoarder Hoarding disorder is stigmatised and people who hoard feel vast amounts of shame. This podcast began life as an audio diary, an anonymous outlet for somebody with this weird condition. That Hoarder speaks about her experiences living with compulsive hoarding, she interviews therapists, academics, researchers, children of hoarders, professional organisers and influencers, and she shares insight and tips for others with the problem. Listened to by people who hoard as well as those who love them and those who work with them, Overcome Compulsive Hoarding with That Hoarder aims to shatter the stigma, share the truth and speak openly and honestly to improve lives. Flottengeflüster ALD Automotive Österreich | LeasePlan Beim Flottengeflüster powered by ALD Automotive | LeasePlan präsentieren Jörg Janik und Peter Gutenbrunner alle zwei Wochen spannende Informationen rund um das Thema nachhaltige Mobilität. Beide beschäftigen sich schon lange mit der Thematik und bringen umfangreiches Fachwissen mit. Sollten sie aber doch einmal nicht weiter wissen, werden unsere Expert*innen hinzugezogen, die ihnen gerne mit Rat und Tat zur Seite stehen.

Frequently Asked Questions

How long is this episode of GSD Venture Studios Podcasts by Gary Fowler?

This episode is 29 minutes long.

When was this GSD Venture Studios Podcasts by Gary Fowler episode published?

This episode was published on January 20, 2026.

What is this episode about?

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...

Can I download this GSD Venture Studios Podcasts by Gary Fowler episode?

Yes, you can download this episode by clicking the download button on the episode player, or subscribe to the podcast in your preferred podcast app for automatic downloads.
URL copied to clipboard!