Observability Fuels AI Agents and Engineering Profit
Christine Yen explores how observability powers AI agents, shifts engineering focus from code to impact, and democratizes data access across organizations to drive profit.
Tag
Engineering Strategy
3 articles tagged Engineering Strategy.
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· Dev Interrupted · 5 min read -
· Engineering Kiosk · 7 min read Optimizing Database Indexes for Performance and Scalability
Database index optimization requires aligning data structures with hardware architecture, workload patterns, and selectivity metrics. Engineering leaders must monitor write amplification, leverage invisible indexes for safe testing, and trust query optimizers over hardcoded hints. Proactive index management reduces infrastructure costs, prevents scaling bottlenecks, and ensures consistent system latency across evolving business requirements.
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· Product Momentum Podcast · 6 min read AI Native Transformation: Strategy, Swarms, and SDLC Shifts
CTO Adam Krieger defines AI native transformation, detailing the shift to accelerated waterfall SDLCs, the strategic use of agent swarms, and the evolution of product management roles. Insights cover MVP complexity, organizational fluency, and tools like iLoom for transparent agentic workflows.
