Blog
Lessons learned from building AI systems, blockchain apps, and shipping products.
Why I Didn't Fine-Tune Models for My MVP
Lessons from building Likeyou AI without custom model training. Prompt engineering vs fine-tuning trade-offs.
2026-02-03·5 min read
AIEngineeringStartups
APIs vs Training: Lessons from Building AI Agents
When to use pre-built APIs and when to train your own models. Practical guidance from building automation agents.
2026-01-28·7 min read
AIAgentsArchitecture
Building Encrypted Bidding with Arcium TEE
How we implemented privacy-preserving auctions on Solana using trusted execution environments.
2026-01-15·8 min read
BlockchainPrivacySolana