Stopped building HR portals after realizing they become legacy nightmares draining roadmap time. Prefer HRMS with asynchronous approvals. Teams switched from vLLM 0.6 to Ollama 0.5 for local LLMs, cutting cold starts from 4.2 s to 1.1 s and lowering memory use by 40%.
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