Data Engineering Resources

Beyond Manual Mapping: AI-Orchestrated Governance for Hybrid Cloud

Moving past manual mapping is critical. Discover how AI eliminates field mapping overhead, freeing teams to focus on strategy rather than schema alignment.

November 3, 2026

by Ramesh Bellamkonda

· 1,034 Views · 1 Like

Top Gen AI Frameworks for Go in 2026: A Hands-On Comparison

Genkit Go, Eino, Google ADK Go, tRPC-Agent-Go and LangChainGo compared side by side, with real code and real output for each framework.

November 3, 2026

by Xavier Portilla Edo

CORE

· 1,012 Views

The "Just Read the Code" Myth Is Killing Your AI Workflow

Learn how deterministic tools, moldable development, and behavioral harnesses make AI-generated code more explainable, reliable, and maintainable.

November 3, 2026

by Viquar Khan

CORE

· 1,195 Views · 1 Like

Decoupling a Data Pipeline From the Tables It Was Never Supposed to Depend On

Build resilient Spark analytics pipelines with SQL and view-based sources, date-range processing, and source contracts to prevent schema drift.

November 3, 2026

by Rahul Narakula

· 615 Views

Every Generation Fears the Machine. Here Is How the AI Job Panic Usually Ends

Machines take tasks, and people invent new work. The research backs that pattern, with one catch for young workers that deserves a straight answer.

November 3, 2026

by Faisal Feroz

· 3,083 Views · 2 Likes

MySQL Instant DDL: Metadata Locks, Waiting Writers, and Query Pileups

Learn how MySQL metadata locks can cause instant DDL migrations to block new queries, and how to diagnose lock queues and configure timeouts.

November 2, 2026

by Sagar Bonthu

· 702 Views

Delegated Transport, Forked Authorization: Where Chat and AI-Agent Integrations Actually Break

A Python simulation exposes authorization gaps in third-party chat integrations, from delayed access revocation to AI agent misuse, and tests controls to prevent them.

November 2, 2026

by Igboanugo David Ugochukwu

CORE

· 717 Views

A Non-Expiring AKS Deployment Token Could Read Secrets Across Three Namespaces

Learn how to secure Kubernetes Secrets by replacing long-lived service account tokens, tightening RBAC permissions, and improving Azure Key Vault integration.

November 2, 2026

by Ahmed Tariq

· 809 Views

Deploying Small Language Models on Sovereign Cloud

Learn how to satisfy enterprise data sovereignty by packaging a fine-tuned Gemma SLM with Docker Hardened Images and deploying it securely to an air-gapped GDC cluster.

November 2, 2026

by Anuj Ashok Potdar

· 838 Views

Event Sourcing in Distributed Systems: Architecture, Consistency, and Fault-Tolerant Projections

Event Sourcing as a contract: append-only events, CQRS reads, and idempotency to keep projections correct under retries and failures.

November 2, 2026

by Nitin Kishen Choweth Vijayakumar

· 727 Views · 1 Like

Build a GitHub Contribution City With Java and Quarkus

Turn your contribution calendar into an SVG skyline, add it to your profile, and build a DZone-inspired version with a custom palette and character shapes.

November 2, 2026

by Markus Eisele

· 892 Views

AI Agents Need an Identity Plane: Rethinking Enterprise Authorization for Autonomous Software

Learn how to secure AI agents with scoped identities, least-privilege access, per-action authorization, audit logging, and revocation.

November 2, 2026

by Igboanugo David Ugochukwu

CORE

· 697 Views

The Permission Was Valid. The Action Was Not Authorized.

Nearly half of organizations suspect or confirm unintended AI agent actions, yet few can automatically stop them. Stronger access controls and monitoring are essential.

October 30, 2026

by Igboanugo David Ugochukwu

CORE

· 1,059 Views

Evaluating RAG in Production — What the Numbers Actually Revealed

The RAG output scored 0.84 on Precision and still missed half the content. This is what I measured, what broke, and how I fixed it.

October 30, 2026

by Nabarun Bandyopadhyay

· 1,269 Views

RAG Architecture Patterns: Proxy, Caching, and Routing

A smarter gateway combines semantic caching, vector search, grounding checks, and intelligent routing to reduce LLM costs, improve latency, and deliver reliable answers.

October 30, 2026

by Pankaj Gupta

· 1,258 Views · 1 Like

Share Delta Lake Tables Between Databricks and Snowflake

Learn how to share Delta Lake tables and ensure interoperability by using shared object storage (ADLS) and open table formats.

October 30, 2026

by Hanza Parayil Salim

· 977 Views

Should Developers Switch From SQLite to DuckDB?

SQLite shines for lightweight OLTP and embedded apps, while DuckDB dominates large-scale analytics and OLAP pipelines. Use the right tool for your workload.

October 30, 2026

by Rakshath Naik

· 1,251 Views

Applying Microservices Lessons to Multi-Agent AI Systems

Learn how microservices principles help design reliable multi-agent AI systems through clear contracts, failure isolation, observability, and outcome validation.

October 30, 2026

by Prashant Pathak

· 1,235 Views

The SDLC After AI

AI accelerates software prototyping, but product owners face new constraints around attention, decision fatigue, and evaluating AI-generated software.

October 29, 2026

by Rick Freedman

· 1,481 Views · 2 Likes

Closing the Drift Loop: An AI Agent That Drafts Terraform Fixes

Drift detection is solved. Remediation still means a human at the console at 2 a.m. Here's a workflow where an agent drafts the fix and a PR gates it.

October 29, 2026

by Sidharth Shah

· 1,367 Views · 1 Like

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