Insights & Articles
AI and blockchain engineering insights, best practices, and industry trends from our team.
How to Evaluate an AI Vendor: 10 Questions Every CTO Should Ask
Choosing the wrong AI partner is expensive. Here are the 10 questions that separate vendors who can actually deliver from those who can only demo well.
Read ArticleBuilding Your First AI Agent: Architecture Patterns That Scale
AI agents are moving from hype to production. Here's how to design them with the right architecture patterns — from tools and memory to observability and failure handling.
Read ArticleWhy Your AI POC Failed — And How to Get to Production
Most enterprise AI proof-of-concepts never reach production. Here are the real reasons why — and a practical path to shipping AI that actually works.
Read ArticleLLM Fine-tuning vs. RAG: When to Use Each
Fine-tuning and RAG are the two dominant approaches to customizing LLMs for enterprise use. A practical framework for choosing the right one — or combining both.
Read ArticlePrivate AI: Why Data Sovereignty Matters More Than Ever
As AI adoption accelerates, enterprises face a critical question: where does your data go when you use AI tools? A guide to data sovereignty and private deployment.
Read ArticlePrivate Blockchain for Enterprise Supply Chain: What We Learned Building One
Building a private permissioned Ethereum network for supply chain traceability taught us hard lessons about when blockchain actually helps — and when it doesn't.
Read ArticleCross-Chain Bridges in Production: Bitcoin, and Cardano
Cross-chain is the hardest engineering problem in crypto. Here's the architecture we used connecting Bitcoin, and Cardano — and what survived contact with reality.
Read ArticleRunning an OP Stack L2 in Production: Infrastructure Lessons
Deploying and operating an OP Stack L2/L3 across AWS and GCP taught us that rollup infrastructure has its own class of operational problems. Here's what we learned.
Read ArticleFrom Wallet to Super App: Architecture Behind a Full DeFi Stack
Building a non-custodial super app with DEX, lending, stablecoin, bridges, and NFTs across mobile and web forced architectural decisions most DeFi tutorials skip entirely.
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