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The Latest AI/ML Topics

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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
· 5,082 Views · 1 Like
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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
· 3,246 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
· 2,756 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
· 2,921 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
· 3,426 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 Shiva kumar Pati
· 2,860 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
· 5,387 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
· 3,550 Views · 3 Likes
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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
· 2,313 Views · 1 Like
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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
· 1,929 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
· 1,709 Views · 1 Like
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Context Graphs: From Outcomes to Decisions
Enterprise systems store outcomes, not reasoning. Context graphs capture decision context, enabling AI agents and turning systems of record into systems of reasoning.
April 2, 2026
by Naresh Dulam
· 3,057 Views · 3 Likes
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AI-Assisted Testing: Real-Life Use Cases vs. Myths
Using AI in quality assurance is now essential to staying competitive, but teams still need to stay grounded and involve people to balance the hype with real results.
April 2, 2026
by Konstantin Klyagin
· 2,709 Views · 1 Like
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Using Agentforce Vibes to Understand Your Salesforce Org
AI-assisted Salesforce org analysis for field usage and permission set overlap, using Agentforce Vibes to accelerate routine governance tasks.
April 2, 2026
by Sathish Kumar Velayudam
· 1,690 Views
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Avoiding Markdowns: Optimizing Order Sourcing Through the Agentic Shift
Agentic AI transforms retail order sourcing by using real-time demand, weather, and supply data to reduce markdowns, optimize inventory, and boost margins.
April 1, 2026
by Saurabh Kumar
· 1,866 Views · 1 Like
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AI Coding Agents Have Created a New Problem: The Validation Bottleneck
AI coding agents can refactor a microservice in seconds. So why are developers still spending half their day waiting to find out if their code actually works?
April 1, 2026
by Arjun Iyer
· 4,090 Views · 5 Likes
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Responsible AI Playbook: A Security, Governance, and Compliance Checklist for Safe Adoption
A practical playbook for deploying generative AI at scale, covering governance, security, risk controls, and best practices for safe, compliant production use.
April 1, 2026
by Pratik Prakash DZone Core CORE
· 3,363 Views
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SELECT AI Query Integration Using Oracle Autonomous Database 26AI and OpenAI
A custom framework testing Oracle 26ai’s ability to convert natural language into SQL using the 22 TPC-H benchmark. With no prompt engineering, it achieves high accuracy.
April 1, 2026
by Sanjay Mishra
· 3,355 Views
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Building a Video Evidence Layer: Moment Indexing With Timecoded Retrieval
Learn the Moment Indexing Pattern to build a Video Evidence Layer using OCR and ASR that provides verifiable, timecoded answers for knowledge management.
March 31, 2026
by Punitha Ponnuraj
· 2,102 Views · 2 Likes
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Designing Production-Grade AI Tools: Why Architecture Matters More Than Models
Many AI tools fail in production not because of model quality, but due to architectural decisions around retries, cost control, observability, and multi-tenant safety.
March 31, 2026
by Aditya Gupta
· 1,528 Views · 1 Like
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