A practical look at managing AI budgets across coding agents, customer-facing models, and production inference

Two real-world use cases are covered: CVE Enrichment for open-source vulnerability detection and real-time Malicious Command Detection, along with practical tips on cost optimization, prompt caching, and open-source vs. commercial model trade-offs.

Site Reliability Engineer agent auto fixes production issues

Measure the actual impact of adopting AI across the R&D

Singularity and AGI are around the corner.

How AI is used across the SDLC in a real R&D org - requirements, tech design, validation, testing, and code review. What worked, what didn’t, and where teams get stuck.

Building and testing voice agents with realtime API or chained approach (TTS->LLM->STT)

The Neuroscience behind the human brain and memories

the production experience and considerations for fine-tuning a small language model for narrow tasks

Recap of the major announcements and innovations from the 2025 re:Invent conference, along with our predictions for where things are heading in 2026