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The Latest Data Engineering Topics

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Security and Governance Patterns for Your Conversational AI
Secure your SOC Copilot by implementing PII redaction, read-only access, and RAG enforcement to prevent data leaks and hallucinations.
December 31, 2025
by Rahul Karne
· 10,170 Views · 1 Like
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Avoid BigQuery SQL Injection in Go With saferbq
Learn how saferbq, a Go wrapper, secures Go BigQuery queries by safely handling user-supplied table and dataset names, preventing SQL injection risks.
December 31, 2025
by Maurits Van Der Schee
· 757 Views
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Rethinking Cloud Compliance With an AI-Driven Approach
Learn how AI transforms cloud compliance with continuous monitoring, automated risk assessment, and intelligent data governance for secure operations.
December 30, 2025
by Atish Kumar Dash
· 1,784 Views · 2 Likes
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Bias and Shortcut Tests for Vision Models: A Practical Test Suite From Real-World Experiments
High accuracy doesn't guarantee true understanding; your vision model might be riding on backgrounds and noise. Perform these tests before you trust it in the wild.
December 30, 2025
by Sai Teja Erukude
· 2,127 Views
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How to Build a Self-Evolving AI Agent That Learns From Failure
This guide demonstrates how to transform brittle AI agents into resilient systems that reflect on failures and retain learnings to avoid repeating errors.
December 30, 2025
by Apratim Mukherjee
· 3,151 Views · 1 Like
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Building Unified, Access-Aware Search in a Data Mesh
By indexing authorization alongside metadata, we delivered fast, trustable search that shows every user exactly what they’re allowed to see
December 30, 2025
by Anshul Pathak
· 1,426 Views
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Designing for Empathy: Human-Centered AI Patterns for Real Systems
This is a practical guide for developers to build empathy-aware AI with edge sensing, policy-driven actions, audit trails, and real-world app patterns.
December 30, 2025
by Mallesh Miryala
· 995 Views
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The Coming Shift From Bigger AI Models to Smaller, Faster Ones
Smaller, specialized AI models are replacing giant LLMs. Learn why modular workflows deliver faster, cheaper, and more reliable results for enterprise AI.
December 29, 2025
by Chia-fu Kuo
· 1,503 Views
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Manage Knowledge, Not Code
To ship faster and more reliably, teams must treat software development as a knowledge-optimization problem, not a coding problem.
December 29, 2025
by Chris Wardman
· 1,780 Views · 3 Likes
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Terraform Type Constraints: Best Practices for Enterprise-Scale AWS
In this article, we discuss how Terraform type constraints make AWS modules safer, more reusable, and catch configuration bugs long before production.
December 29, 2025
by Thiyagarajan Mani Chettier
· 1,780 Views · 2 Likes
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Why the Future Is Increasingly Pointing Toward Multi-Cloud Strategies
Learn how multi-cloud empowers teams to innovate faster, operate smarter, and mitigate risks through redundancy, flexibility, and best-of-breed services.
December 29, 2025
by Atish Kumar Dash
· 1,065 Views · 1 Like
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Small Language Models as Control Planes to Steer Complex Systems
Small language models don't just answer questions; they can act as the "control brain" that routes work across services, tools, and larger models.
December 29, 2025
by Sai Teja Erukude
· 1,791 Views
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Optimizing Java Applications for Arm64 in the Cloud
In the first part of this series, learn how to tune the JVM for cloud workloads, optimize heap sizing, CPU usage, and more for better Java performance.
December 26, 2025
by Dave Neary
· 3,748 Views · 6 Likes
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The Architecture of Prompts: Designing Reliable, Deterministic AI Systems
Prompts are engineered systems with five layers that produce deterministic, production-ready code instead of unreliable AI outputs.
December 26, 2025
by Mohan Sankaran
· 2,832 Views · 9 Likes
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Inside a Large Retailer’s Web Architecture: Data Extraction and Analytical Insights
In this article, I will go over how to use Costco API to get purchase information and build some tooling around it, as well as share some insights.
December 26, 2025
by Rajesh Vakkalagadda
· 1,392 Views · 1 Like
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Shift-Left Strategies for Cloud-Native and Serverless Architectures
A practical guide to effectively embedding policy enforcement, identity management, and automated security controls directly into the development pipeline.
December 26, 2025
by Atish Kumar Dash
· 1,869 Views · 1 Like
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Custom Attributes in Relational Databases
Learn about five ways to handle custom attributes in RDBMS, from EAV and JSON columns to automated schema evolution, with pros, cons, and use cases.
December 26, 2025
by Satish Singh
· 2,306 Views · 3 Likes
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Decoupling Azure Releases With GitHub Actions
Decouple build artifacts from deployment using GitHub Actions and JSON config maps to prevent drift and enable safe, automated Azure deployments.
December 25, 2025
by Dippu Kumar Singh
· 1,614 Views · 1 Like
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A Principled Framework for Scalable Experimentation and Reliable A/B Testing
Scalable experimentation framework enabling rigorous A/B testing, reliable metrics, and data-driven decisions across engineering teams.
December 25, 2025
by Sayantan Ghosh
· 1,396 Views · 1 Like
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AI-Driven Schema Evolution and Adaptive Pipelines
AI-driven schema evolution enables self-healing data pipelines that autonomously detect, adapt to, and govern continuous schema changes for reliable enterprise analytics.
December 25, 2025
by Rambabu Bandam
· 2,001 Views · 1 Like
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