Serverless Scaling Hits a Hidden Wall: The Database Bottleneck
Serverless platforms promise infinite scale, but hidden database connection limits can throttle performance during traffic spikes, turning elasticity into frustration.
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Cisco’s AI Tool FAPO Automates Prompt Tuning for Reliable LLM Pipelines
Cisco AI’s new open-source framework FAPO uses Claude Code to autonomously optimize multi-step LLM pipelines, achieving higher accuracy than existing prompt optimizers in most benchmarks.