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Practical analysis, delivery experience and ideas for building and growing digital products.
Enterprise AI Pilots: From Demo to a Defensible Decision
Scope, evaluation sets, data security, human review and stop criteria for a pilot that reveals real value and risk.
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Claude Opus 5: A New Step for Long-Running AI Agents
Anthropic introduced Opus 5 for long-running agents, coding, and professional work.
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Claude for Teachers and Education AI
Claude for Teachers focuses on educational planning and responsible classroom use.
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System Prompt Leakage and Practical Mitigations
AWS guidance examines system-prompt leakage and layered mitigations.
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How Claude Code Was Built
Anthropic documented how Claude Code evolved from an internal tool into a coding agent.
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Claude Sonnet 5 and AI-Assisted Coding
Sonnet 5 was released for coding, agents, and professional work at scale.
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EC2 G7 Brings Blackwell GPUs to AI Inference
G7 instances use RTX PRO 4500 Blackwell GPUs for inference and graphics workloads.
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AWS Transform Targets Technical Debt
AWS Transform preview scans repositories to identify and remediate technical debt.
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Amazon Bedrock Managed Knowledge Base for Enterprise RAG
Bedrock Managed Knowledge Base combines data connectors, Smart Parsing, and an Agentic Retriever.
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Web Search Comes to Amazon Bedrock AgentCore
AgentCore gained managed web search designed to provide current, cited knowledge.
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Siri AI Introduced for iOS 27
Apple introduced Siri AI with personal context, onscreen awareness, and cross-app actions.
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AWS Resilience Hub Brings Generative AI to SRE
The new Resilience Hub integrates dependency discovery and generative failure-mode analysis.
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