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AI
Posts on AI/ML technologies, LLM applications, and integrating AI into cloud solutions
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Insights into security architectures, governance, and cloud security strategies
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Articles on AWS, serverless architectures, cloud strategies, and modern infrastructure design
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Part-3: Scoring and Ranking in an ARD Registry
How the search endpoint decides which agent to return first, why it breaks, and what real world implementations can do differently
Part-2: Building an ARD Registry on AWS
A searchable agent directory that indexes multiple partner catalogs using CloudFormation, Lambda, and S3
Part-1: Agent Resource Discovery - A framework to discover Agents in the world of AI
Agentic Resource Discovery (ARD) is a specification from Google, Microsoft, and Hugging Face.
Can Your Agents Prove Their Identity Without a Central Authority
As agents become more autonomous and operate across team and organizational boundaries, **who can talk to whom** becomes a security problem, not a routing problem. This post describes a practical approach using W3C Decentralized Identifiers and Verifiable Credentials
JA4 Signatures: The fingerprint that bots find difficult to fake
How do you catch a Bot that looks exactly like Chrome. Same User-Agent. Same cookies. Same headers. Residential IPs. Human-like request intervals. You stop looking at what it says. You look at how it introduces itself.
Tools & Topics I Focus On
- Cloud: AWS Lambda, API Gateway, DynamoDB, serverless design
- Security: IAM, governance, cloud security frameworks
- AI: LLMs, Generative AI pipelines, AI integration in enterprise solutions