Software Engineering & AI
Thorium Development Group brings 25+ years of software and systems engineering experience to AI integration, governance, scalable architecture, and technical leadership. We design, build, and ship.
Services
LLM integration, prompt engineering, and AI-assisted development workflows that actually work in production.
Governance frameworks, constraint enforcement, and audit trails for AI-assisted development.
ETL pipelines, vector databases, and data preparation for retrieval-augmented generation at scale.
Smart contract architecture, DeFi protocol design, and decentralized infrastructure engineering.
System design, scalable backends, and data-intensive application architecture.
Cloud architecture, CI/CD pipelines, containerization, and infrastructure automation.
Technical leadership, engineering strategy, and team scaling for companies that need senior guidance without a full-time hire.
Expertise
From LLM integration and prompt engineering to constraint enforcement and audit trails. We build AI systems that are reliable and auditable.
25+ years designing backend systems that process large volumes of data. System design, scaling strategy, and the architectural decisions that compound.
Co-founded a DeFi automation platform. Deep experience with smart contract architecture, on-chain systems, and the constraint-driven discipline that immutable deployments demand.
Principal engineer, tech lead, and CTO experience across defense contracting and enterprise software. We build your team's capability, not a consulting dependency.
From the Blog
How to implement distributed tracing for multi-agent AI systems — propagating trace context across async boundaries, capturing LLM-specific signals, and building the observability that makes agent debugging possible.
A systematic approach to diagnosing tool call failures in AI agent systems — from incorrect parameter construction to silent schema mismatches and the debugging patterns that catch them.
What to monitor in a production RAG system — retrieval quality metrics, embedding drift detection, index freshness, and the alerts that catch degradation before users notice.
A 30-minute strategy call to discuss your current technical needs and whether an engagement makes sense. No pitch deck. No sales pressure.
Book a Strategy Call