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Latest Articles - DZone

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SpaceXAI Launches Grok 4.7: Low Prices, Heavy Token Use
SpaceXAI’s Grok 4.7 improves coding benchmarks and keeps API prices low, but heavy token consumption could raise the cost of completing real-world tasks.
September 24, 2026
by Aminu Abdullahi
· 1,669 Views
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6 Techniques To Reduce LLM API Costs With the Python Library
Six techniques to cut LLM API costs by up to 90%: prompt caching, model routing, batch processing, and more. (Includes a pip-installable Python library.)
September 23, 2026
by Somnath Banerjee
· 1,549 Views · 1 Like
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Beyond Linting: Why We Switched To Semantic Contracts for A11y and Localization
We arrived at the concept of "Semantic Contracts" not as a top-down decree, but as a survival mechanism. Here's how we implemented the switch.
September 23, 2026
by Ridhdhi Desai
· 1,033 Views
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Stop Preparing for Audits — Build the Pipeline That Audits Itself
The four-layer stack that ships compliance on every commit cuts audit prep by 80% and turns your next audit into a query.
September 23, 2026
by Rodrigo Martinez Pinto
· 1,026 Views · 1 Like
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How to Build an AI Agent to Generate Selenium WebDriver Tests in Java: A Practical Guide for Test Automation Engineers
A step-by-step guide using OpenAI and Ollama to build an AI agent that generates Selenium Java tests from plain-English scenarios.
September 23, 2026
by Faisal Khatri DZone Core CORE
· 1,336 Views
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Kubernetes Operations Playbook: The Essentials for Keeping Scale, Complexity, and Drift Under Control
Kubernetes operations can drift as teams scale. Use this checklist to standardize clusters, releases, observability, access, reliability, and cost.
September 23, 2026
by Abhishek Gupta DZone Core CORE
· 1,274 Views
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How to Build an Asynchronous AI-Content Review Workflow in C#
Learn how to accept image submissions properly and evaluate them for AI content in the background, keeping unapproved content out of normal publication workflows.
September 23, 2026
by Brian O'Neill DZone Core CORE
· 1,189 Views
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Three Hidden Traps That Shape Software Engineering Decisions
Learn how cognitive biases like status quo, complexity, and broken windows affect software engineering decisions, code quality, and technical debt.
September 23, 2026
by Otavio Santana DZone Core CORE
· 1,066 Views
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How to Prevent Retry Storms With Retry Budgets in Distributed Systems
Retry budgets coordinate retries across service boundaries, preventing transient failures from escalating into system-wide traffic amplification.
September 23, 2026
by Uthej Mopathi DZone Core CORE
· 1,407 Views · 2 Likes
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What Full-Stack AI Engineering Means in Real Projects
Full-stack AI development is building an AI feature end to end. In 2026 the hard part is agentic reliability, evals, and production, not the model call.
September 23, 2026
by Paul Schloss
· 1,390 Views
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Your Terraform Monolith Isn't Too Big. It's Tightly Coupled.
Terraform monoliths hurt when one state couples too many resources and owners. Split around ownership boundaries, not size.
September 22, 2026
by Naveen Kalapala
· 1,858 Views
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The Hidden Production Risks of Third-Party SDKs
Third-party SDKs speed up development, but they also introduce performance, security, reliability, and maintenance risks that teams must actively manage.
September 22, 2026
by Satyam Nikhra
· 2,725 Views
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Building a Secure MCP Server for File Processing: Auth, Rate Limiting, and Idempotency
Building an MCP server that processes files introduces problems a typical read-only API doesn't have. Here's what mattered.
September 22, 2026
by Peter Ndumia
· 1,711 Views · 1 Like
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Beyond Token Intelligence: Why AI Code Review Needs Cognitive Architectures
AI is generating code faster than humans can review it. The fix is cognitive architectures that understand not just "what changed" but "why" and whether it's safe.
September 22, 2026
by Sayan Chatterjee
· 1,789 Views · 2 Likes
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Architecting for <1s Latency: Managing Eventual Consistency in Distributed Search Platforms
To maintain sub-second search freshness, logistics systems must actively manage eventual consistency across Kafka ordering, search indexing, and cache invalidation.
September 22, 2026
by Dhruv Goel
· 1,648 Views · 1 Like
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The Math Behind AI Testing: Why 1,000 Test Cases May Tell You Less Than 100
More AI test cases don't automatically increase confidence. Smart, risk-based statistical sampling provides more reliable AI validation than expanding a test suite.
September 22, 2026
by Rajeshkumar Rajaseakaran Nair
· 1,389 Views · 1 Like
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Using Graph RAG and Specialized Agents to Repair Playwright Tests
Graph RAG and specialized agents diagnose, repair, and validate failing Playwright tests using repository-wide context with modern CI/CD pipelines.
September 22, 2026
by Srinivas Rao Jonnakuti
· 1,515 Views · 1 Like
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Valkey: Bringing Key-Value Databases to Enterprise Java
Valkey provides high-performance key-value storage for Enterprise Java, with portable APIs and flexible persistence through Eclipse JNoSQL.
September 22, 2026
by Otavio Santana DZone Core CORE
· 1,681 Views · 1 Like
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How to Build a Production-Ready iOS App With AI-Generated Code
AI-generated iOS apps need rigorous engineering across security, architecture, testing, observability, and reliability before production deployment.
September 21, 2026
by Uthej Mopathi DZone Core CORE
· 2,179 Views · 1 Like
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When Production Stops Moving: Running Claude Code Across a Distributed Enterprise Integration Team
Learn how Claude Code helps enterprise teams build, troubleshoot, and manage service integrations with MCP, CI/CD, automated reviews, and stronger governance.
September 21, 2026
by Balaji Venkatasubramaniyar DZone Core CORE
· 2,339 Views · 1 Like
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