Operations
July 2026 / 10 min read
LLMOps is the production bar for AI systems
AI systems need evaluation, observability, release control, cost tracking, drift review, and incident response before teams can trust them at scale.
Blogs
Field notes on production AI.
Practical writing from Ydhya on building, evaluating, deploying, and operating AI systems for real enterprise workflows.
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Operations
July 2026 / 9 min read
Voice agents that respect real workflows
Voice automation works when latency, call design, transcripts, CRM updates, consent, escalation, and QA are built into one service workflow.
Operations
July 2026 / 9 min read
AIOps: from alert noise to operational signal
AIOps should help teams correlate events, brief incidents, suggest runbooks, and recover faster without adding another noisy dashboard.