OriginTrail Engineer Demonstrates DKG Agent Building at DKGcon 2025
OriginTrail Engineer Demonstrates DKG Agent Building at DKGcon 2025
🤖 Building AI Agents

DKGcon 2025 Day 2 featured hands-on workshops for building AI agents on the Decentralized Knowledge Graph.
Key Sessions:
- Zvonimir Šulac (OriginTrail Software Engineer) demonstrated building DKG Agents with reasoning, summarization, and data transformation capabilities
- Infrastructure setup workshop for the new DKG Edge Node - the foundation for neuro-symbolic AI agents
- Sessions focused on practical implementation rather than theory
The conference continues OriginTrail's push into trusted AI development through decentralized knowledge graphs. Day 1 covered vision and roadmap, while Day 2 shifts to hands-on building.
Watch the live workshops to learn agent development on the DKG platform.
At DKGcon 2025, Dr. Kim Wager (@OxPharmaGenesis), Dr. Philipp Christmann (CISPA), Dr. Noemi Friedman (HUN-REN SZTAKI) & @JureSkornik (@origin_trail) will share how interoperable, verifiable data is enabling agentic, data-driven scientific discovery. December 3
A huge first day at DKGcon 2025 — trust at scale, scientific discovery, supply chain resilience, Web3 intelligence, decentralized safety and the new OriginTrail vision & roadmap. The Metcalfe Convergence Chapter starts strong. See you tomorrow at the workshops!
Join DKGcon 2025 to hear from Dr. @RobertMMetcalfe & @BranaRakic as they explore how blockchains, Decentralized Knowledge Graph, and AI are converging to create trustworthy intelligence at scale. December 3
At DKGcon 2025, @umanitek Chairman @ChrisRynning and @TomazOT will showcase how Umanitek Guardian helps protect users online from AI misuse, misinformation, and deepfakes. December 3
Continuing DKGcon 2025 with @origin_trail's Software Engineer Zvonimir Šćulac showing how to build a DKG Agent capable of reasoning, summarization, and data transformation. 🌐
At DKGcon 2025, @JureSkornik and @BranaRakic presented the new DKG Edge Node - making it easier than ever to build trusted AI innovations powered by @origin_trail!
We’re kicking off Day 2 of DKGcon 2025 with @BranaRakic introducing the @origin_trail DKG and how blockchain, knowledge graphs, and AI converge to power trusted neuro-symbolic intelligence. Tune in now! (🔗 in reply)
At DKGcon 2025, @LunarCrush’s @joevezz, @videntifier’s Ari Jónsson, and @TomazOT will explore how decentralized content networks help create a safer digital world by giving AI access to open, verifiable knowledge.
Join Dr. Elnur E. Mammadov, Zeno Tosoni (@hfarmspa), Charlotte Dungan (@markcubanai), and @DrevZiga at DKGcon 2025 as they explore how trusted AI can empower next-gen entrepreneurs and athletes to grow, compete, and innovate. December 3
Shaw Walters, Ben Clinch (@Ortecha), Charles Ivie (@awscloud), @JoeVezz (@LunarCrush) & @BranaRakic will explore how AI agents and knowledge graphs are forming the Web3.0 intelligence layer through connected, verifiable knowledge. December 3
Next up in the DKGcon 2025 Day 2: @NAbrashkin, Lead Infrastructure Engineer at @origin_trail, walks us through setting up the new DKG Edge Node – the starting point for building your own neuro-symbolic AI agent.
At DKGcon 2025, @ChrisRynning of @umanitek & AMYP Ventures (Piëch-Porsche Family Office), will address the “AI Dilemma”. His keynote will focus on rising AI threats and the need for safeguards that scale trust, powered by @umanitek & @origin_trail. December 3
At DKGcon 2025, Dr. @RobertMMetcalfe will discuss “From the First Computer Networks to Intelligence Networks”. The Ethernet inventor will examine how decades of connectivity are now laying the foundations for networks supporting verifiable, trusted intelligence. December 3
OriginTrail and Cursor AI Demo Trusted AI Workflows at Ljubljana Meetup

**OriginTrail and Cursor AI Integration Showcased** Brana Rakic demonstrated how OriginTrail and Cursor AI work together at a meetup in Ljubljana on May 28th, 2026. **Key Features Presented:** - Teams can build AI workflows with shared, trusted context - Coordination across multiple projects and devices - Enhanced trust and verification in AI operations The presentation focused on practical applications for teams looking to implement verifiable AI workflows in their development processes.
OriginTrail DKG v10 Cuts Token Usage by 70% Through Context Graphs
**OriginTrail's DKG v10 introduces Context Graphs that reduce token consumption by 70% per task for coding agents.** The system uses agent traces as persistent memory, allowing context to compound across sessions and enable multi-agent collaboration. This addresses AI's primary bottleneck: context management rather than model capabilities. **Key features:** - Provenance-backed Context Graphs for agent collaboration - Persistent memory through agent trace storage - Significant reduction in computational overhead OriginTrail has launched a 150,000 $TRAC bounty program for developers building on the platform.
Porsche Family Office Partner Highlights OriginTrail's AI Infrastructure Role

**Chris Rynning**, Chairman of Umanitek and Managing Partner at AMYP Ventures AG—part of the Pich-Porsche family office—discussed OriginTrail's critical role in providing infrastructure for the AI era. **Key Points:** - AMYP Ventures AG is connected to the prominent Pich-Porsche family office - OriginTrail is positioned as essential infrastructure for AI development - The endorsement comes from a major institutional investor with ties to the automotive industry The statement underscores growing institutional interest in decentralized infrastructure solutions that support AI applications, particularly from established European investment entities.
🕸️ Skyocean IT Uses OriginTrail to Verify Cross-Border Shipments and Combat Trade Fraud

**Skyocean IT is implementing OriginTrail's decentralized knowledge graph to verify global trade records across institutions.** The system connects shipment data from multiple sources, making it harder to hide fraud or data mismatches. Instead of relying on isolated documents, records tied to the same shipment can be verified across different organizations. **Key applications include:** - Traceable donation shipments in Sudan - Verifiable delivery events for food and medicine - Cross-border supply chain coordination The approach shifts trust from individual documents to interconnected, verifiable records across the supply chain.
GS1 Digital Link and OriginTrail Transform Product Barcodes into Verifiable Knowledge Networks
**OriginTrail and GS1 are upgrading traditional barcodes into Digital Links** that provide verified product information for consumers, supply chains, and AI systems. The integration enables: - **Trusted product knowledge** accessible through simple scans - **Verifiable data** on product origin, sustainability, and journey - **Supply chain visibility** from source to consumer Church of Oak demonstrates the technology in practice, connecting consumers to authenticated product information "from grain to glass." **Why it matters:** As AI agents increasingly work with product data, they need verifiable information rather than unconfirmed claims. OriginTrail's shared context graph ensures knowledge remains connected and trustworthy across systems, preventing data silos. The approach addresses a critical gap - AI is only as reliable as the context it can verify. By combining GS1 standards with OriginTrail's decentralized knowledge infrastructure, every product scan can unlock authenticated information instead of isolated data points. [Learn more about trusted AI for products](https://origintrail.io/blog/from-barcodes-to-digital-links-supercharging-trillions-of-products-for-the-next-50-years)