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Latest Articles - DZone

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Context Engineering: The Missing Piece in Agentic Systems
Let's understand what context engineering is, its importance in agentic systems and how to use it to build efficient AI systems.
September 17, 2026
by Pavan Belagatti DZone Core CORE
· 2,981 Views
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AI Architectures That Drive Real Business ROI
Practical guide to 5 AI architectures that drive business ROI: decision intelligence, personalization, single-agent, multi-agent, and autonomous systems.
September 17, 2026
by Ram Ghadiyaram DZone Core CORE
· 3,142 Views
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The Trinity of Modern Data Architecture: Process Intelligence, Event-Driven Integration, and Trusted Agentic AI
Process intelligence, event-driven integration, and trusted agentic AI must be designed as one converged architecture for real business value.
September 16, 2026
by Kai Wähner DZone Core CORE
· 2,553 Views
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Why Real-Time Data Pipelines Are Becoming the Foundation of Industrial AI
Real-time data pipelines enable trustworthy industrial AI through continuous context. They ensure the right data reaches the model at the right time.
September 16, 2026
by Ajay Kumar Govindaram
· 2,651 Views · 1 Like
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The AI Evolution in Software Testing: A QA Manager's Blueprint for Staying Irreplaceable
While AI will revolutionize software testing, it doesn’t mean that qualified QA engineers will become unnecessary. Here's an action plan to stay relevant.
September 16, 2026
by Kiran Paul Kanikaram
· 2,348 Views · 1 Like
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Event-Driven AI Systems With Kafka and Autonomous Agents
Kafka and autonomous agents enable scalable, event-driven AI systems with reliable orchestration, durable execution, and real-time enterprise decision-making.
September 16, 2026
by Uthej Mopathi DZone Core CORE
· 2,921 Views · 3 Likes
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Architecting Production AI Across Clouds: Patterns That Decide System Survival
In production, enterprise AI rarely fails at the model. It fails in the architecture around it. Here are the cross-cutting patterns that work.
September 16, 2026
by VenkataSrinivas Kantamneni
· 2,598 Views
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AI Transformations and Agile Transformations Rhyme
AI transformations repeat Agile’s mistakes, from top-down mandates to cost goals. The A3 Delegation System makes AI decisions visible at the workflow level.
September 16, 2026
by Stefan Wolpers DZone Core CORE
· 1,957 Views
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Agentic Systems and Design Patterns
A complete, practical guide to agentic AI systems covering single versus multi-agent architectures and the six core design patterns.
September 16, 2026
by Ram Ghadiyaram DZone Core CORE
· 2,502 Views · 2 Likes
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Policy-as-Code for AI Systems: Enforcing Governance at the Infrastructure Layer
The compliance policy existed. The model didn't care. Turning AI governance from a signed document into infrastructure gates nothing can bypass
September 16, 2026
by Anusha Mukka
· 2,437 Views · 2 Likes
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Real-Time Vehicle Tracking With Neo4j, Databricks Lakebase, and OpenStreetMap
Build a real-time fleet operations dashboard using Neo4j Aura for the road network graph, Lakebase for live vehicle positions, and Lakehouse for historical analytics.
September 15, 2026
by Akmal Chaudhri DZone Core CORE
· 3,104 Views · 1 Like
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Microsoft’s New AI Rules Say Models Must Never Resist Human Shutdown
Microsoft has drafted a “Humanist AI” code requiring future models to accept human shutdown, follow non-negotiable safety rules, and remain under control.
September 15, 2026
by Aminu Abdullahi
· 3,469 Views
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Altman, Musk Back Amodei’s AI Warning: The Frontier May Be Moving Too Fast
Dario Amodei called for slower frontier AI development, with Sam Altman and Elon Musk signaling support amid growing concerns over safety and cybersecurity.
September 15, 2026
by Aminu Abdullahi
· 3,003 Views · 1 Like
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Freshness Is the Missing SLO in Production Vector Search
Standard metrics can look healthy while an index still serves stale data, because freshness depends on the entire pipeline, not just query speed.
September 15, 2026
by Guru Hegde
· 2,235 Views
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KV Cache vs Prompt Cache: What's the Difference, and How Are They Related?
KV cache avoids recomputing historical token states during generation, while prompt cache reuses identical prompt prefixes across requests to reduce latency and cost.
September 15, 2026
by Jake Tao
· 2,278 Views · 1 Like
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Agentic System Design in Practice: The Technical Debt in Enterprise Agentic Systems
Only a small fraction of real-world agentic systems is composed of an agent or an LLM. The required surrounding infrastructure is vast and complex. Sounds familiar? It is.
September 15, 2026
by Aakanksha Joshi
· 2,373 Views · 1 Like
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Everybody Wants to Be a Dev!
"With artificial intelligence, anyone can build an app without knowing how to code." Many times technology evolution has promised this. Is AI going to keep this promise?
September 15, 2026
by Andrea Chiarelli
· 1,932 Views · 1 Like
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Small Language Models on Apple Silicon for Responsive AI Applications
Learn how Apple Silicon, Core ML, MLX, and Foundation Models enable fast, private, and responsive AI by running small language models directly on iOS and macOS devices.
September 15, 2026
by Uthej Mopathi DZone Core CORE
· 2,133 Views · 2 Likes
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Distributing Massive AI Models With Network-Layer Multicast
This article explains why network-layer multicast solves the bottleneck, how it works in practice, and where it still falls short.
September 15, 2026
by Vijayananda jayaraman
· 1,704 Views · 3 Likes
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dbt Meets Apache Flink: One Workflow for Data Engineers
dbt meets Apache Flink: one SQL workflow for data engineers across Snowflake, BigQuery, Databricks, and real-time streaming pipelines on Confluent Cloud.
September 15, 2026
by Kai Wähner DZone Core CORE
· 1,763 Views
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