Stop over-engineering AI infrastructure. PostgreSQL already has everything you need: pgvector for embeddings, pgai for automation, TimeScaleDB for metrics. Build faster by using what you have.
Most AI planning assumes today's subsidized pricing is permanent. It isn't. Here's what real costs look like, and why companies designing for tomorrow will win.
Treat cloud spend like a product, not a bill. Use credits and sponsorships to bring money in, then cut waste with data, commitments, right-sizing, and smarter architectures.