Latest Articles

Learn how the A3 Delegation System applies Agile artifacts to help teams avoid AI debt and improve delegation in AI-driven workflows.

October 23, 2026

by Stefan Wolpers

CORE

· 1,432 Views

Member Spotlight: Shai Almong

DZone Core Member Shai Almog shares open-source maintenance lessons, why his team stopped accepting outside pull requests, and how agentic dev helps small teams compete.

October 23, 2026

by Dominique Pugh

· 1,653 Views · 3 Likes

The Self-Hosting Math Changed While We Were Still Arguing About Sovereignty

Open-weight AI models and serverless GPUs are making self-hosting more affordable, helping enterprises reduce inference costs and customize models for their needs.

October 23, 2026

by Sid Vivek

· 1,461 Views · 1 Like

Building a Real Pipeline With senro: Monorepos, Caching, and Triggers

Workspaces, step caching, fanning out over every module in a monorepo, narrowing to what changed, and webhook triggers: senro for everyday pipelines.

October 23, 2026

by Xavier Portilla Edo

CORE

· 1,194 Views · 1 Like

Beyond the Wall of Charts: How Advanced Observability Displaced the Telemetry Dashboard

Architectural shift from traditional human-curated dashboards to autonomous, context-aware AI systems and unified data lakes.

October 22, 2026

by Prashant Maria

· 1,512 Views

Delta Lake UniForm to Snowflake: Cross-Platform Table Access Without a Second Copy

Delta Lake UniForm lets Snowflake query a Databricks-owned table as Iceberg, with no export job and no second copy — the four-piece setup, including private connectivity.

October 22, 2026

by Jeevan Krishna Paruchuri

· 4,269 Views

Rebuilding Elasticsearch Under Load: Unsafe Watermarks and a Sampling Blind Spot

Two common rebuild watermarks can miss committed changes, while a 5,000-document sample may still report a clean Elasticsearch index.

October 22, 2026

by Tarun Sharma

· 1,489 Views · 2 Likes

Idempotency Under Concurrency: Why Your Application Check Isn't the Last Line of Defense

App-level duplicate checks aren't enough under load. The database UNIQUE constraint is the real safeguard — DataIntegrityViolationException is a success path.

October 22, 2026

by Ramesh Yara

· 1,455 Views · 1 Like

Google Cloud KMS vs. AWS KMS: Java Encryption Guide

Compare Google Cloud KMS vs. AWS KMS in Java, including envelope encryption, key rotation, IAM, data keys, and audit logging.

October 22, 2026

by Sandeep Pal

· 1,471 Views · 3 Likes

When RabbitMQ Accepts a Message but Does Not Route It to a Queue

RabbitMQ accepted messages, but some topic exchange bindings did not route them to queues because the runtime topic routing state was incomplete.

October 22, 2026

by Vamsi Krishna Gude

· 1,436 Views

YAGNI in the Age of AI Coding

AI makes speculative code cheaper to write, but not free to own. YAGNI still matters; we should rethink it using today’s costs, not yesterday’s instincts.

October 22, 2026

by Peter Verhas

CORE

· 1,244 Views · 2 Likes

Architecture Review Boards for Generative AI: A Framework for Governance, Risk Management, and Responsible Adoption

Discover how modern Architecture Review Boards can evolve to review AI models, prompts, data governance, security controls, and responsible AI requirements.

October 22, 2026

by Ravi Kiran Mallidi

CORE

· 2,023 Views · 1 Like

How to Migrate From C/C++ to Rust: A Practical Guide for Embedded IoT Systems

Discover how to migrate embedded C and C++ systems to Rust using one of the three migration strategies to make your project more reliable and compliant.

October 22, 2026

by Andrew Davies

· 1,325 Views

Taming Parameter Sniffing in SQL Server 2022 With PSP Optimization

SQL Server 2022 PSP Optimization addresses parameter sniffing by maintaining multiple execution plans for queries with different data distributions.

October 22, 2026

by Sibaram Prasad Panda

· 1,358 Views

Why Role-Based Access Control Fails for AI Agents — and How to Fix It With Memory Lineage Engines

Learn how lineage-aware access control prevents cached AI agent results from exposing data derived from restricted database columns.

October 21, 2026

by Venkata M Sangaraju

· 1,311 Views

PostgreSQL vs Oracle: When Higher Cost Means Better Performance

Explore how PostgreSQL and Oracle optimize skewed data, comparing estimated costs, execution plans, and real-world performance of sequential and index scans.

October 21, 2026

by Vahid Yousefzadeh

· 1,168 Views · 1 Like

Why Your AI Agent Works in the Demo and Fails in Production

Build production-ready AI agents on AWS by addressing hallucinations, loops, context overload, tool failures, and observability with practical safeguards.

October 21, 2026

by Janani Annur Thiruvengadam

CORE

· 1,558 Views

Introducing senro: A Pipeline Engine You Program in Go

senro is a new open-source pipeline engine where the pipeline is a Go program, not YAML. Run it locally, in containers, on Kubernetes, or over SSH.

October 21, 2026

by Xavier Portilla Edo

CORE

· 1,313 Views

Build a Voice Assistant With Gemini Live API

Build an open-source voice assistant with the Gemini Live API. Explore WebSocket audio streaming, ephemeral tokens, tool calling, privacy, and costs in Dash.

October 21, 2026

by Xavier Portilla Edo

CORE

· 1,641 Views · 1 Like

AI Agents and Frontier Models: Insights From The Neuron

What can the latest frontier AI models actually do beyond benchmarks? The Neuron's Corey and Grant discuss AI coding agents, security risks, and why CPUs could play a bigger role in AI.

October 21, 2026

by Dominique Pugh

· 1,056 Views

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