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Latest Articles - DZone

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Global Setup in Playwright TypeScript for API Testing
Learn how to use Global Setup in Playwright TypeScript to create test data, seed the database, and prepare test environments before executing your test suite.
October 15, 2026
by Faisal Khatri DZone Core CORE
· 1,570 Views
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AI-Era Cybersecurity, Part 2: Building the System Context, Governance and Agent Identity
Learn why AI agents writing patches need to be treated as privileged identities rather than features, and the frameworks like CISA's four-factor test, KEV, and SBOM.
October 15, 2026
by Vidyasagar (Sarath Chandra) Machupalli FBCS DZone Core CORE
· 1,113 Views · 1 Like
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Meta's New Muse Wonder Models Challenge OpenAI, but Access Comes With Limits
Meta's Muse Wonder AI models challenge OpenAI and Anthropic with new agent capabilities. Explore benchmark results, pricing, access restrictions, and privacy risks.
October 15, 2026
by Aminu Abdullahi
· 4,138 Views · 1 Like
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DeepSeek Eyes $400M Robotics AI Startup in New Funding Push
DeepSeek reportedly plans to lead funding for Chinese robotics AI startup Winverse at a $400 million valuation, signaling a broader push into physical AI.
October 14, 2026
by Aminu Abdullahi
· 4,187 Views
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Data Governance Is a Security Control, Not a Compliance Checkbox
Wire access policy to classification tags, not table names — that's the fix. Biggest gap right now: RAG/vector stores have none of these controls at all.
October 14, 2026
by Rahul Singh
· 1,537 Views · 1 Like
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Going All In On the JVM 25 Virtual Threads
Learn how JDK 25 virtual threads let Spring applications replace reactive APIs with blocking code for simpler development, debugging, and efficient scaling.
October 14, 2026
by Sven Loesekann
· 2,648 Views · 1 Like
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A Brown-Bag Project: babbler
babbler is a tiny, MIT-licensed brown-bag project that turns any counter number into a guaranteed-unique, pronounceable two-word name.
October 14, 2026
by Peter Verhas DZone Core CORE
· 1,092 Views
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Azure Key Vault Secrets That Reconcile Themselves in Go, With mamori
Your Go service resolved the Key Vault secret once at boot. mamori watches Key Vault and reconciles new versions into the running process, no restart.
October 14, 2026
by Xavier Portilla Edo DZone Core CORE
· 1,125 Views
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How to Test PUT, PATCH, and DELETE API Requests Using Playwright TypeScript
Learn how to test PUT, PATCH, and DELETE API requests in Playwright TypeScript, including code examples for updating and deleting data.
October 14, 2026
by Faisal Khatri DZone Core CORE
· 1,758 Views · 1 Like
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Rotate AWS Secrets Manager Secrets Without Restarting Your Go Service, With mamori
Secrets Manager rotates your password; your Go service never notices. mamori watches Secrets Manager and Parameter Store and reconciles rotations live.
October 14, 2026
by Xavier Portilla Edo DZone Core CORE
· 1,408 Views · 1 Like
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AI-Era Cybersecurity, Part 1: Mapping Glasswing, Daybreak, Lightwell and the Tools Racing to Find and Fix Bugs
AI is now used on both sides of the vulnerability fight: it finds bugs faster for defenders and shortens the time attackers need to weaponize them.
October 14, 2026
by Vidyasagar (Sarath Chandra) Machupalli FBCS DZone Core CORE
· 1,574 Views · 2 Likes
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Introducing mamori: Typed, Watchable Config and Secrets for Go
mamori is an open-source Go library that loads config and secrets from 30+ sources into typed, validated structs and keeps them reconciled at runtime.
October 14, 2026
by Xavier Portilla Edo DZone Core CORE
· 1,141 Views
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"Works on My Machine" Is an Architecture Problem
"Works on my machine" exposes architectural gaps in reproducibility, dependency control, runtime consistency, and environment-aware system design.
October 13, 2026
by Uthej Mopathi DZone Core CORE
· 1,710 Views · 1 Like
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The LLM Evaluation Score Improved. Production Quality Didn't.
Higher LLM evaluation scores can hide production regressions when benchmarks, judges, datasets, and metrics miss real-world system behavior.
October 13, 2026
by Uthej Mopathi DZone Core CORE
· 1,503 Views · 1 Like
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Builder Pattern + Faker in API Test Automation Using Playwright With TypeScript
Learn how to use the Builder Pattern with the Faker library in API Test automation with Playwright and TypeScript to generate dynamic test data.
October 13, 2026
by Faisal Khatri DZone Core CORE
· 1,887 Views
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When One Docker Swarm Replica Became Unreachable Over an Overlay Network: A Production Case With Traefik
One Docker Swarm replica became unreachable to Traefik over the overlay network, while the service remained available through its healthy replica.
October 13, 2026
by Denis Tiumentsev
· 1,501 Views · 1 Like
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Your Visual Regression Suite Is Mostly Testing Anti-Aliasing
Visual regression testing flags mostly noise, not bugs. A semantic, CI-safe approach that verifies what a rendered frame means, not whether its pixels changed.
October 13, 2026
by Ridhdhi Desai
· 1,302 Views
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Consumer Lag Is the Wrong Finish Line
Consumer lag proves movement, not recovery. Real Kafka recovery needs outcome accounting, reconciliation, and an explicit verdict.
October 13, 2026
by Ishan Shah
· 1,697 Views
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How Long-Running ECS Tasks Survive Rolling Deployments Without Duplicating Output
Rolling ECS deploys can leave two tasks computing the same window, duplicating output. Fix it with a deterministic key and a conditional write.
October 13, 2026
by Kiran Kumar Manku
· 906 Views
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Who Should Grade Your AI? Rules vs LLM Judges vs Humans
Learn when to use rule-based graders, LLM-as-a-judge, or human review to build more accurate, scalable, and reliable AI evaluation systems.
October 13, 2026
by Yakaiah Bommishetti
· 1,315 Views · 1 Like
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