Your legacy applications and infrastructure don't have to be a liability. In this session, discover how leading enterprises are converting tech debt into modern cloud advantages that unlock AI capabilities, cut costs, and accelerate innovation. The path to AI starts with migration and modernization. We'll walk through the complete transformation journey: infrastructure, applications, data, and AI-ready business outcomes. You'll see how new agentic AI automation is making migration and modernization faster, simpler, and more cost-effective. We'll explore proven pathways for your most critical workloads (Microsoft, VMware, SAP, and mainframe), backed by 20 years of AWS expertise.
What this session is about
Playbook
Editorial commentary · what to actually do about this on Monday
Independent editorial perspective — not an official AWS or speaker statement. Designed for executives evaluating what to brief their teams on next.
Live updates related to this session LIVE
Sourced via Parallel AI Monitor — continuous web watch on 21 topical streams. Updated .
- joudwawad.medium.com high confidence Agent dev tools & observability
AWS Bedrock AgentCore Deep Dive - Joud W. Awad - Medium
Pinecone launched Nexus, a 'knowledge engine' that compiles organizational context into a structured, shared knowledge layer for AI agents. This approach aims to reduce token usage and hallucinations by replacing ad-hoc retrieval with a governed knowledge layer, reportedly making
- amazon.com high confidence Agent dev tools & observability
Amazon Bedrock AgentCore Pricing - AWS
Pinecone launched Nexus, a 'knowledge engine' that compiles organizational context into a structured, shared knowledge layer for AI agents. This approach aims to reduce token usage and hallucinations by replacing ad-hoc retrieval with a governed knowledge layer, reportedly making
- aicamp.ai Scaling infra for agent workloads
SCaiLE 2026 (Silicon Valley)
Refonte Learning published an API design guide for AI agents recommending rate limits keyed to the authenticated principal and adjusted for operation cost, rather than relying only on shared infrastructure limits. This provides concrete guidance for managing tool-call and API loa
- techzine.eu Agent safety & prompt injection
North Korean hackers build an AI environment for ...
Reports indicate the North Korean state-linked group Kimsuky is building a more systematic AI environment for cyber operations, rather than using AI only occasionally. This raises the risk of faster phishing, reconnaissance, content generation, and potentially more scalable semi-
- cursor.com Autonomous coding agents
What's New in Cursor — Latest Updates & Release Notes
Cursor introduced Builds for Cloud Agents, which prepare ready-to-use development environments in the background. Cursor says this makes environments boot 10x faster and reduces time to first token by 3x, while preserving the last successful build when a newer build fails. Builds
External links matched to this session via topic relevance. The KB does not endorse third-party content; verify before citing.