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From Personal AI Agent to Enterprise Digital Workforce: Building ClawForge on AWS Bedrock AgentCore
How we observed OpenClaw's enterprise gap, designed a zero-invasion management layer, and built a full-stack platform that gives every employee a role-specific AI agent — without modifying a single line of OpenClaw source code.

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5 AWS Services Every College Student Should Know
Five core AWS services every college student should explore—EC2, S3, Lambda, RDS, and IAM. These tools make it easier to build real projects, learn cloud skills, and stand out when applying for internships.

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Succinctly Verifiable Automated Reasoning Checks
How we built ICME PreFlight — a system that wraps AWS Bedrock Automated Reasoning in zero-knowledge proofs so that every guardrail decision is cryptographically verifiable in under a second, and the policy itself never has to be public.

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The Open Source Stack: PostgreSQL Persistence, Valkey Caching, and OpenTelemetry Powered Observability with OpenSearch
Modern apps demand performance, reliability, and observability. This session explores a powerful open source stack: PostgreSQL as the source of truth, Valkey for high-performance caching, and OpenSearch for OpenTelemetry based observability. Learn how to reduce database load with Valkey while maintaining data consistency, and instrument your app with OTel to analyze traces, metr...

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Extend AWS DevOps Agent with custom skills for your operational workflows
AWS DevOps Agent Skills let you package your team's operational knowledge, including investigation procedures, troubleshooting patterns, and best practices, into modular, reusable instruction sets that the agent automatically applies during relevant investigations. This turns the agent from a general-purpose assistant into one that follows your specific workflows, reducing repet...

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