Data Engineering Resources

A Zero-Trust Implementation Framework for Cloud Migrations: Lessons From Enterprise Deployments

A zero-trust framework for cloud migrations, grounded in real enterprise deployment lessons. Perimeter security doesn't hold up once workloads move to the cloud.

August 7, 2026

by Srinivasarao Thumala

· 1,682 Views

How RAG Cuts Hallucinations in Generative AI Chatbots

RAG cuts chatbot hallucinations by grounding answers in retrieved source data, not model memory. Retrieval quality and evaluation matter more than model size.

August 6, 2026

by Paul Schloss

· 1,890 Views

VL-JEPA: End of LLMs? Or the End of How We Think About Them?

Learn how Meta's VL-JEPA challenges the assumptions behind LLMs by shifting AI from next-word prediction to semantic understanding and world modeling.

August 6, 2026

by Ram Ghadiyaram

CORE

· 2,085 Views · 1 Like

Building an AI Visibility Checker With Cloudflare Workers (Without a Backend)

I built six AI visibility tools without a traditional backend, using one Cloudflare Worker to solve CORS while all scoring logic runs client-side in the browser.

August 6, 2026

by Nena Jasar

· 3,326 Views · 2 Likes

Build Your First Knowledge Graph From Unstructured Documents Using Python

Learn how to convert a small set of unstructured engineering documents into a searchable knowledge graph using Python, spaCy, and NetworkX.

August 6, 2026

by Sriharsha Makineni

· 2,165 Views · 1 Like

AI-Assisted Development Without Chaos

Learn how to govern AI-assisted software development with risk-based reviews, automated validation, security controls, and end-to-end traceability.

August 6, 2026

by Miguel Garcia

CORE

· 3,496 Views · 2 Likes

Orchestrating Trusted Environments: Securing Untrusted Code Execution With Docker and GKE Agent Sandbox

A technical blueprint for building multi-tenant AI platforms by securely executing untrusted code with Docker and GKE Agent Sandbox.

August 6, 2026

by Anuj Ashok Potdar

· 2,402 Views · 1 Like

Practical QA Workflow Showing How Teams Integrate LLM Testing into Real CI/CD Pipelines

Learn how QA teams integrate semantic evaluation, mocked unit tests, toxicity checks, and regression tracking into CI/CD pipelines.

August 5, 2026

by Minkle Kalra

· 1,815 Views · 1 Like

TensorFlow vs PyTorch: The Real Difference Isn’t Accuracy

A direct CNN benchmark on CIFAR-10 shows TensorFlow and PyTorch achieve identical accuracy (~68%). Choose TensorFlow for production and PyTorch for flexibility.

August 5, 2026

by Rakshath Naik

· 1,633 Views

Securing Branch Networks With Firewalls, VPNs, IDS/IPS, and Identity-Based Access

Deny-by-default firewall. VPN scoped tight. IDS behind egress. Identity drives VLAN, not subnet, shifting security decisions from location to identity.

August 5, 2026

by Kamal chand Narra

· 1,613 Views

Why LLM Pipelines Fail in Production and How Temporal and Kafka Fix Them

LLM pipelines fail from retries, failures, and long-running workflows; Kafka provides reliable event streaming, while Temporal ensures durable, fault-tolerant execution.

August 5, 2026

by Akhil Madineni

CORE

· 2,872 Views · 2 Likes

The Retry Budget Pattern: How to Stop Retry Storms in API-Led and Microservice Systems

Unbounded retries amplify outages instead of preventing them. A retry budget caps retries at a fraction of real traffic, keeping failures contained.

August 5, 2026

by Manjeera Chanda

· 1,919 Views · 1 Like

Securing AI Agents at the API Layer: 5 Controls That Actually Matter

AI agents don't break your API rules; they expose the ones you never enforced. This article covers five gateway-level controls that bring autonomous agents under control.

August 5, 2026

by Priyanka Jayavel

· 5,282 Views · 1 Like

Building an Async Validation API With AWS Bedrock Agents and Serverless Architecture

Build a serverless async API that uses AWS Bedrock Agents to validate business forms against 60+ rules in under 60 seconds, without blocking the user.

August 5, 2026

by Rohit Nagpal

· 1,915 Views