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The Latest Data Engineering Topics

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Run AI Agents Safely With Docker Sandboxes: A Complete Walkthrough
A full walkthrough of how to set up Docker sandboxes on a local machine and how to run AI agents safely in YOLO mode without corrupting the host environment.
April 7, 2026
by Naga Santhosh Reddy Vootukuri DZone Core CORE
· 7,115 Views · 3 Likes
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Beyond the LLM: Why Amazon Bedrock Agents Are the New EC2 for AI Orchestration
Amazon Bedrock Agents are the EC2 of the agentic era, providing scalable, managed infrastructure for complex AI reasoning workflows.
April 7, 2026
by Jubin Soni, FBCS DZone Core CORE
· 2,734 Views
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Agentic Development: My Invisible Dev Team
Agentic development speeds up coding with AI tools like Cursor and Claude — but teams must rethink review and delivery processes to keep up.
April 7, 2026
by Vijay Munduru
· 2,734 Views
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The ORM Is Over: AI-Written SQL Is the New Data Access Layer
ORMs add hidden complexity and unpredictable performance as apps grow. With AI, you can generate clear raw SQL fast and run it safely.
April 7, 2026
by Satyam Nikhra
· 6,198 Views · 1 Like
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Precision, Recall, and Identity Error in Programmatic Advertising
Programmatic ads optimize for reach because recall is easy to measure. Match rates show how much of the audience is resolved, not how accurately it’s targeted.
April 7, 2026
by Sagar Ganapaneni
· 2,352 Views
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Spark on AmpereOne® M Arm Processors Reference Architecture
Deploy and tune Apache Spark on AmpereOne M, with setup steps, cluster configs, and benchmarks showing gains vs Ampere Altra in performance and efficiency.
April 6, 2026
by RamaKrishna Nishtala
· 3,408 Views · 2 Likes
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Engineering for the Answer Engine: GEO for RAG-Friendly Web Apps (TalentHacked.com Case Study)
Make your app LLM-citable by increasing Information Gain and making content easy to retrieve: ship SSR, add llms.txt, and publish JSON-LD entity definitions.
April 6, 2026
by Chidozie Managwu
· 2,882 Views
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The Embed Is the Product: Rethinking AI Distribution
APIs give access, and embeddable UI gives distribution. Ship embeddable UI components with escape hatches. Harder to build, but worth it.
April 6, 2026
by Ashish Shubham
· 3,051 Views
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Engineering Agentic Workflows: Architecting Autonomous Multi-Agent Systems With MCP and LangGraph
As AI evolves from passive RAG pipelines to autonomous Agentic Workflows, developers must move beyond linear chains to cyclic, state-aware architectures.
April 6, 2026
by Vamshidhar Parupally
· 4,092 Views
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Smart Controls for Infrastructure as Code with LLMs
By generating context-aware controls and performing sophisticated code reviews, LLMs significantly enhance our ability to build secure and efficient cloud infrastructure.
April 6, 2026
by Shiv Kumar
· 3,009 Views
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The 2026 Guide to Ecommerce Security and Development
Ecommerce security is now a core business strategy. Companies must adopt security-by-design, zero trust, and AI-driven fraud detection to protect revenue and customers.
April 6, 2026
by Lucas Carlson
· 3,027 Views
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Clock Synchronization and Ordering Events in Distributed Systems: Lamport Clocks vs. Vector Clocks
System clocks can't be trusted in distributed systems. Lamport clocks bring order, and vector clocks detect concurrency.
April 6, 2026
by Vineet Bhatkoti
· 2,826 Views
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Hadoop on AmpereOne Reference Architecture
Hadoop on AmpereOne M shows improved throughput, scaling, and efficiency, with setup, tuning, and benchmark insights for optimizing big data workloads.
April 3, 2026
by RamaKrishna Nishtala
· 5,543 Views
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Chat with Your Oracle Database: SQLcl MCP + GitHub Copilot
MCP gives Copilot a standard way to call tools (like SQLcl) without custom integrations. SQLcl runs locally and talks to Oracle; SQL MCP exposes an MCP server over stdio.
April 3, 2026
by Sanjay Mishra
· 4,314 Views
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Not AI-First — Work-First!
This article explores how the nature of work shapes AI adoption, and why process mapping prepares the enterprise for AI success.
April 3, 2026
by Rick Freedman
· 3,920 Views · 3 Likes
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Retiring a Tier-0 Legacy Database Without Breaking the Business
Tier-0 database migrations succeed only with deterministic transformations, reproducible validation, and irreversible-aware cutovers under real production constraints.
April 3, 2026
by Karan Ashok Luniya
· 2,353 Views · 1 Like
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From Concept to Production: A Strategic Framework for AI/ML Project Success
AI fails when treated like software. AI succeeds when built with a framework designed for uncertainty, data drift, and decision risk.
April 3, 2026
by Rashmi Sehgal
· 2,459 Views · 1 Like
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Reducing Deployment Time by 60% on GCP: A CI/CD Pipeline Redesign Case Study
We reduced deployment time from 52 minutes to 19 minutes by redesigning our CI/CD pipeline on GCP, eliminating manual steps and infrastructure bottleneck.
April 3, 2026
by Ankush Madaan
· 2,348 Views
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How Spec-Driven Development Brings Structure to AI-Assisted Engineering and How We Put It to the Test
Spec-Driven Development (SDD) offers a structured approach where clear, machine-readable specifications guides AI to generate code.
April 3, 2026
by Sergey Laptick
· 2,010 Views
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AI-Generated DataWeave in MuleSoft: Production Failure Modes and How to Make It Safe
AI can draft DataWeave code, but without guardrails, it fails in real production conditions. Defensive coding, contracts, and tests are mandatory.
April 3, 2026
by Manjeera Chanda
· 1,875 Views · 1 Like
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