https://orcas-group.com/blog Engineering deep-dives, AI systems, cybersecurity, and industry insight from Orcas Group. en-us Thu, 04 Jun 2026 11:17:10 GMT Thu, 04 Jun 2026 08:00:00 GMT https://orcas-group.com/blog/shipping-production-ai-agents https://orcas-group.com/blog/shipping-production-ai-agents Thu, 04 Jun 2026 08:00:00 GMT Engineering Tight tool surfaces, guardrails, and an evaluation loop — the three pillars that turn an AI demo into a production-grade agent system. https://orcas-group.com/blog/what-is-it-consulting-outsourcing https://orcas-group.com/blog/what-is-it-consulting-outsourcing Thu, 04 Jun 2026 07:00:00 GMT Guides A complete 2026 guide to IT consulting outsourcing — definition, benefits, real use cases, how the engagement works, and how to choose the right partner. https://orcas-group.com/blog/welcome-to-the-orcas-blog https://orcas-group.com/blog/welcome-to-the-orcas-blog Thu, 04 Jun 2026 06:00:00 GMT Product Updates An introduction to the Orcas Group blog — what we cover, why it matters, and the engineering principles behind every article. https://orcas-group.com/blog/react-query-patterns-we-actually-use https://orcas-group.com/blog/react-query-patterns-we-actually-use Thu, 04 Jun 2026 06:00:00 GMT Engineering Structured query keys, selective optimistic updates, and route-level Suspense — the three patterns that keep React Query reliable at scale. https://orcas-group.com/blog/ai-spend-2026-what-actually-shifted https://orcas-group.com/blog/ai-spend-2026-what-actually-shifted Thu, 04 Jun 2026 06:00:00 GMT Industry Trends Enterprise AI budgets in 2026 have shifted from experimentation to infrastructure. Here's what's growing, what's shrinking, and what winning AI investment looks like.