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The Latest AI/ML Topics

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The Folly of Tokenmaxxing or Reinventing the Wheel
AI transformation is often reduced to token usage, tool rollouts, and pilots. Learn five Agile laws that explain why AI adoption fails and what to measure instead.
August 26, 2026
by Stefan Wolpers DZone Core CORE
· 2,614 Views · 2 Likes
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The Code-Volume Delusion: Rethinking Engineering Velocity in the AI Era
AI is shifting the engineering bottleneck downstream, requiring leaders to prioritize PR cycle times, CI/CD stability, and architectural health.
August 25, 2026
by Rupesh Dabbir
· 3,634 Views · 2 Likes
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LLM Judgment for Document Pipelines: Bounded Pools and Typed Verdicts
Use LLMs to judge a bounded pool of documents, returning typed relevance that make pipeline decisions easier to inspect, monitor, and improve.
August 25, 2026
by Deepak Gupta
· 2,135 Views · 2 Likes
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Text Analysis Without a Backend: Replacing an LLM Call With Intl.Segmenter and 60 Lines of JavaScript
Build deterministic browser-based text tools instead of LLM APIs to reduce cost, latency, privacy risks, and nondeterministic results.
August 24, 2026
by Kevin Brown
· 3,099 Views · 1 Like
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Ground Truth for AI-Written Code: Why Context Matters More Than Prompts
AI coding assistants become significantly more powerful when they understand Git history, project architecture, and shared engineering context.
August 24, 2026
by Troian Serhii
· 2,311 Views · 3 Likes
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The Real Skill Stack Behind Production-Ready AI Engineers
Reliable agentic AI systems come from evaluation harnesses, precise tool design, failure checkpoints, and knowing when not to use an agent.
August 24, 2026
by Joshua Shelton
· 2,079 Views · 3 Likes
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Cutting AI Token Costs With MgntUtils Stack Trace Filtering
Learn how AI can reduce log volume and token costs by compressing stack traces while preserving the details needed for effective debugging and analysis.
August 24, 2026
by Michael Gantman
· 1,827 Views · 2 Likes
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Building Meeting Audio RAG on Microsoft Foundry With Fast Transcription and Foundry IQ
Build a production-ready meeting audio RAG pipeline with Microsoft Foundry, and connect to a Foundry agent that answers questions with meeting and time citations.
August 21, 2026
by Jubin Soni, FBCS DZone Core CORE
· 4,746 Views · 3 Likes
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Stop Paying Your AI Agent to Do the Same Job Twice
Modern AI agent pipelines benefit significantly from a strategically positioned knowledge-base cache layer that sits upstream of the orchestration flow.
August 21, 2026
by Shivi Kashyap
· 3,007 Views · 3 Likes
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Agents and Tools in Agentic AI: A Simple Explanation
This article provides a simple introduction to agents and tools in agentic AI. It explains why we need tools and the role of the agent and the model in this process.
August 21, 2026
by Ruchi Saini
· 1,951 Views · 4 Likes
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How to Build and Scale Generative AI Infrastructure
Managing generative AI at scale requires strategies to reduce costs and latency, improve observability, and build reliable infrastructure.
August 21, 2026
by Chidiebere Njoku
· 1,827 Views · 6 Likes
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Stop Hand-Rolling Chat UIs: Streaming LLM Tokens Into React Native Without the Jank
In a React Native chat, the keyboard and a streaming, resizing list fight over the scroll position and cause jank. KeyboardChatScrollView fixes it.
August 20, 2026
by Tammo Ronke
· 3,007 Views · 1 Like
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AWS Bedrock vs Vertex AI vs Azure Foundry: Stop Comparing Benchmarks, Start Asking This Instead
Compare AWS Bedrock, Google Vertex AI, and Azure AI Foundry to choose the right cloud for your AI workloads based on data, models, and governance.
August 20, 2026
by Balaji Venkatasubramaniyar DZone Core CORE
· 3,037 Views · 3 Likes
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Prompt, Fine-Tune, or Compile: The Three Ways to Build Anything in AI
Learn when to use model APIs, fine-tuning, or declarative code for AI products, and how to manage these three tiers as your product evolves.
August 20, 2026
by Dhyey Mavani
· 1,747 Views · 2 Likes
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How AI Is Actually Changing SRE Tools, Part 2: ITOps, Chaos Engineering, and the Rest of the Job
Across every category, AI is good at surfacing options and drafts; the SRE still owns the judgment call with real consequences.
August 20, 2026
by Vidyasagar (Sarath Chandra) Machupalli FBCS DZone Core CORE
· 2,337 Views · 4 Likes
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Securing AI Retrieval Pipelines and Adding Identity-Aware Access Controls to RAG Systems
A step-by-step tutorial for adding per-chunk permission enforcement, prompt injection defenses, and audit logging to RAG pipelines — without rebuilding your data.
August 19, 2026
by Shekar Munirathnam
· 3,162 Views · 3 Likes
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Deploying an Enterprise LLM Chatbot on Databricks With RAG, MLflow, Vector Search, and Model Serving
Build and ship a production chatbot: author the RAG chain, log it with MLflow, register it to Unity Catalog, trace it, then deploy to Model Serving.
August 19, 2026
by Seshendranath Balla Venkata
· 1,818 Views · 2 Likes
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How Docker Is Becoming an AI Development Platform
Local AI dev chaos fixed by moving LLM, vector DB, and app into one Compose file, reproducible, but it's not a Kubernetes replacement.
August 19, 2026
by Pruthvi Raj Seknametla
· 32,193 Views · 6 Likes
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Why Is the Agent Card Important?
Build AI agents with A2A and Agent Cards to enable seamless agent discovery, communication, and task collaboration across specialized agents.
August 19, 2026
by Ajay Singh
· 1,898 Views · 2 Likes
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Containerizing LLMs: Best Practices for Docker-Based AI Workloads
Bloated LLM Docker images and silent OOM kills taught me: separate weights from images, use runtime, not devel bases, and budget GPU/host memory separately.
August 19, 2026
by Pruthvi Raj Seknametla
· 29,608 Views · 5 Likes
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