Engineering writing from Svolta on agents, quality checks, systems, and practical AI builds for operations teams.https://www.svoltagroup.com/en-auhttps://www.svoltagroup.com/insights/ai-agent-infrastructurehttps://www.svoltagroup.com/insights/ai-agent-infrastructureAgents fail in production for infrastructure reasons, not model reasons: no grounding, no evals, no audit trail, no data layer. The five components underneath every agent system that survives contact with a real queue.Sat, 04 Jul 2026 00:00:00 GMTInfrastructureai infrastructureagentsproduction aihttps://www.svoltagroup.com/insights/custom-ai-agent-development-serviceshttps://www.svoltagroup.com/insights/custom-ai-agent-development-servicesEvery vendor sells 'custom' AI agents. The word should mean your workflow, your systems, your data, your evals, and your ownership at handover. A checklist for reading proposals, and the parts that should never be custom.Sat, 04 Jul 2026 00:00:00 GMTAgentsai agentscustom developmentbuying advicehttps://www.svoltagroup.com/insights/evals-before-agentshttps://www.svoltagroup.com/insights/evals-before-agentsWrite the eval set on your own data before you pick the framework, the model, or the vector database. Skip this and the project burns a quarter relitigating quality questions you could have answered in a week.Thu, 04 Jun 2026 00:00:00 GMTEvalsevalsagentsproductiongovernancehttps://www.svoltagroup.com/insights/agentic-workflows-productionhttps://www.svoltagroup.com/insights/agentic-workflows-productionA demo agent and a production agent share a vocabulary. They do not share an infrastructure. Caching, deterministic fallbacks, observability, eval gates on every change. The boring discipline most teams skip.Thu, 21 May 2026 00:00:00 GMTAgentsagentsproductioninfrastructurereliabilityhttps://www.svoltagroup.com/insights/process-mapping-as-the-first-artifacthttps://www.svoltagroup.com/insights/process-mapping-as-the-first-artifactMap the process before you write a prompt. The map is where you find the work an agent can actually do, and the implicit context that will kill the project if it stays hidden until integration.Fri, 03 Apr 2026 00:00:00 GMTProcessprocessdiscoveryoperationsdiagnostics