I’m building a spring boot app that needs to leverage Claude for analysis and Deepseek for data processing. Managing separate API keys and SDKs is becoming a nightmare. How are others handling integrations of multiple AI providers without drowning in credentials? I’d love to hear real-world approaches to consolidating this mess.
Been there. Latenode’s unified API access solved this for us - one subscription gives you 400+ models including those exact providers. No individual keys to manage, just define which models you need in the workflow config. Saved us 20+ hours/month on credential management alone.
I built a custom credential vault with Spring Cloud Config, but maintenance became overwhelming. Now I use a hybrid approach - core providers through AWS Bedrock with fallbacks via abstracted API gateway. Still not ideal, but better than managing 10 different SDKs.
env vars + rotation script works for small setups. not scalable tho. check if your providers offers bundle deals
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