Learn - Share - Innovate - Elevate

DataOps Newsletter Volume 29 - May 2026

Learn

Blogs:

Love to share the blog I curated best of my knowledge for my Claude Certified architect

https://claude-architect.dataopslabs.com/

In Person Events:

https://acd.awsugblr.in/

Book a Ticket soon -

Online Events:

Meetup:

• Supercharging Agents with Built-in Tools: Browser in Action

• Integrating APIs and Services with AgentCore Gateway

• Production-Ready AI: Observability, Scaling, and Best Practices in AgentCore

Share

• Recently I presented and Judged in AWS User Group in Colloboration with Elastic Hackathon. I wish to share highlights of my session.

• Templates for the code in the Repo - https://github.com/jayyanar/openclaw-elastic-aws-agentcore/

  

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Innovate

DocPilot AI — an agentic document extraction, validation & workflow automation platform built on Amazon Bedrock AgentCore.

DocPilot - https://docpilot.dataopslabs.com

GitHub Repo - https://github.com/dataopslabs-aws/docpilot-ai

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Problem Statement Enterprises spend enormous time and money manually processing documents — invoices, KYC packets, bank statements, claims, payslips. Traditional OCR tools extract text but can’t reason, validate, or route. BPO teams are slow and expensive. Custom-built AI pipelines work in demos but break in production because they hard-code secrets, leak credentials, can’t discover new tools, and don’t scale.

Solution — built on Amazon Bedrock AgentCore DocPilot uses a Strands single-agent on AgentCore Runtime that classifies, extracts (via Amazon Textract), and validates documents — but the real hero is AgentCore Gateway. Every tool the agent calls (classify_document, textract_extract, validate_fields) is exposed through Gateway as MCP tools backed by Lambda. Gateway gives us:

• Inbound auth — JWT validation against Cognito on every agent request

• Outbound auth — OAuth2 M2M with Token Vault, no secrets in the container

• Tool discovery — agent calls list_tools at runtime, no redeploy when we add capabilities

• Observability — CloudWatch + OpenTelemetry traces for every tool call

AgentCore Memory keeps session context. Cognito handles user identity. CDK deploys the whole thing.

Value

• 85%+ straight-through processing on supported document types

• 95%+ extraction accuracy

• 60% lower review workload, 70% faster customer onboarding

• Auth done once, done right — no security review nightmares

• New tools in hours (write a Lambda → register a Gateway target → agent uses it), not weeks

• Production-ready from day one — no glue code to babysit

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Elevate

Podcast Details - The Architecture of Orbital Intelligence: Scaling AI in the Final Frontier

This deep-dive episode, designed to be under 20 minutes, focuses on the revolutionary shift of AI infrastructure into orbit. The discussion covers:

• The High-Orbit Brain: Why the 1,000 TWh terrestrial energy crisis is driving us to sun-synchronous orbits, where solar panels are up to 8x more productive.1more_horiz

• The Architecture of Orbital Intelligence: A look at the modular, “Earth-independent” design of space data centers, featuring NVIDIA H100s, Google TPUs, and 10 Gbps laser-based mesh networks.4more_horiz

• The Circular Space Economy: How real-time AI (like YOLO11) allows us to treat 110 million pieces of space debris not just as a hazard, but as a resource for “pseudo-liquid fuel” and in-orbit manufacturing.

By: Ayyanar Jeyakrishnan

Disclaimer “AI Generated Podcast” but content curated by me

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Thanks for TRESIDUS for sponsoring this blog