Data Engineering Resources

5 Infrastructure Controls for Securing AI Agents

Prompt-based guardrails fail under adversarial pressure. Here are the five controls that helps to validate along with the configuration to implement them.

August 14, 2026

by Shekar Munirathnam

· 1,742 Views · 1 Like

Code Generation Is Solved; Trust Is the Bottleneck

Polygraph is an open-source Claude Code plugin that finds bugs in stateful code (reducers, workflows, checkout flows, session managers) in any language.

August 14, 2026

by Jean-Jacques Dubray

· 1,834 Views · 1 Like

AI-Powered API Development With Spring AI

Learn how to build intelligent, production-ready REST APIs using Spring AI, enabling your Spring Boot applications to integrate LLMs.

August 14, 2026

by Muhammed Harris Kodavath

· 1,423 Views · 2 Likes

Reliability Challenges in Multi-Cloud Environments: Why Two Clouds Are Often Harder Than One

Multi-cloud failures live at provider boundaries. Instrument the gap, inventory dependencies, and calibrate timeouts from measured latency data.

August 14, 2026

by Pruthvi Raj Seknametla

· 35,107 Views

Thoughts on Developing With A(ccelerated) I(nference)

Our collaboration with AI is an ongoing experience. Let's explore it, use it as a tool, and let it help us focus on the important parts of problem-solving.

August 14, 2026

by Horatiu Dan

CORE

· 1,559 Views · 3 Likes

Graph Engineering: The Layer After Loop Engineering

A single agent is just the smallest possible graph: one node with an edge back to itself. Most tasks should stay that simple.

August 14, 2026

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 1,883 Views · 3 Likes

Enterprise AI Data Engineering With Snowflake Cortex and RAG

Learn how Snowflake Cortex and RAG turn messy enterprise data into reliable AI answers: chunking, vector search, and production pitfalls.

August 13, 2026

by Karini Kapoor

· 1,554 Views · 1 Like

Why Your Unified API Strategy Will Break

Unified APIs speed up early integration delivery by normalizing data schemas, but they don't support upmarket customers who need custom objects and unique fields.

August 13, 2026

by Bru Woodring

· 1,450 Views · 2 Likes

LocalStack and Terraform: A Clean Local AWS Setup Guide

LocalStack mocks AWS services locally, while Terraform provisions them. Together, they let you test infrastructure code instantly, without cloud costs or internet.

August 13, 2026

by Ammar Ekbote

· 1,760 Views · 2 Likes

Benchmark LangGraph, Strands, OpenAI Agents, and Google ADK on the Same Agent Graph

An experiment ranks them on latency and tokens with an LLM-as-a-judge quality guardrail; then the same flag promotes the winner to production with no redeploy.

August 13, 2026

by Scarlett Attensil

· 1,673 Views · 1 Like

AI Assist vs AI Complete: The Real Gap in Most AI Workflows Today

The real difference between AI features and AI that finishes the job — most enterprise AI helps with a workflow but doesn't own the outcome.

August 13, 2026

by Muralidharan Lakshmanan

· 1,687 Views · 1 Like

Orchestrating Small Language Models Without Losing Events or Context

Temporal and Kafka orchestrate small language models reliably through durable workflows, ordered events, idempotency, retries, replay, and context preservation.

August 13, 2026

by Akhil Madineni

CORE

· 1,667 Views · 3 Likes

Why AWS and Azure Handle Data Perimeter Differently

AWS and Azure handle identities and audit logging in fundamentally different ways, changing what you see in your security logs when someone tries to access your data.

August 13, 2026

by Suresh Gururajan

· 1,889 Views · 1 Like

Zone-Aware Routing in Kubernetes: Reducing Latency, Improving Resilience, and Lowering Cloud Costs

Stop paying the cross-zone tax: Kubernetes Services help, but gateways like Envoy Gateway and kgateway keep traffic local where it counts.

August 13, 2026

by Mayowa Fajobi

· 1,571 Views · 4 Likes

From Microservices to Agent Services: The Next Architectural Shift

AI agents redefine service boundaries by introducing intent-driven orchestration, semantic capabilities, and autonomous decision services.

August 12, 2026

by Uthej Mopathi

· 2,133 Views · 2 Likes

The AI Memory Security Blueprint

Protect enterprise RAG systems with provenance, context isolation, and vector database governance to reduce retrieval poisoning and prompt injection risks.

August 12, 2026

by Igboanugo David Ugochukwu

CORE

· 2,934 Views · 1 Like

Designing Enterprise-Grade Autonomous Agents With Microsoft Copilot Studio

This article covers the four-layer framework I use for enterprise autonomous agents, including multi-agent context passing, async patterns, and authentication.

August 12, 2026

by Varun Menon

· 1,371 Views

Building AI-Driven Service Operations: Integrating CRM, Inventory, and Field Service

Effective AI-driven CRM implementations depend on integration with field service, inventory, ERP, and logistics so predictive insights can be executed successfully.

August 12, 2026

by Abhishek Sharma

· 1,475 Views · 1 Like

Machine Identity Debt

Learn why traditional cloud infrastructure struggles with AI workloads and how modern identity, trust, and governance improve security in production.

August 12, 2026

by Igboanugo David Ugochukwu

CORE

· 1,632 Views · 2 Likes

The AI Software Supply Chain Blueprint

Learn how to secure AI pipelines with trusted models, verified dependencies, ML-BOMs, and supply chain controls from development to deployment.

August 11, 2026

by Igboanugo David Ugochukwu

CORE

· 3,062 Views · 1 Like

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