Splunk

AI Copilots for Tech Architecture: The Highest-ROI Use Case You’re Not Building — Boris B., Catio

Nov 24, 2025 · 27:29

Boris Bogatin and Tofiq Boubaz, CEO and CTO of Catio, argue that AI architecture copilots represent the highest-ROI use case most organizations overlook, surpassing coding copilots in strategic impact. They identify three critical challenges—visibility across tech estates, ROI-backed prioritization, and autonomous developer guidance—and propose three pillars: a live digital twin for holistic system visibility, AI-driven multi-agent recommendations tied to business objectives, and a conversational agent embedding governance into developer workflows. The episode details a four-step approach: ingest messy system data, align recommendations with goals, generate compliant designs, and track outcomes. Concluding that companies adopting architecture copilots early will stay modern while laggards drown in technical debt, they invite listeners to catio.tech to pilot the approach.

OpenLLMetry is all you need

Feb 22, 2025 · 9:12

Nir, CEO of Trace Loop, introduces OpenLLMetry, an open-source project extending OpenTelemetry for tracing and monitoring GenAI applications. OpenTelemetry, maintained by CNCF, standardizes logging, metrics, and traces across cloud environments, supported by platforms like Datadog, New Relic, and Grafana. OpenLLMetry provides over 40 automatic instrumentations for foundation models (OpenAI, Anthropic, Cohere), vector databases (Pinecone, Chroma), and frameworks (LangChain, LlamaIndex, CrewAI). These instrumentations emit logs, metrics, and traces in OpenTelemetry format, allowing users to send data to any supported observability backend with a configuration change, avoiding vendor lock-in.