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The Aggregate Reference Problem
How can one aggregate reference another aggregate’s data while preserving strict ownership boundaries? That is the aggregate reference problem.
March 30, 2026
by Jan Nilsson
· 1,039 Views
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Engineering High-Performance Real-Time Leaderboard
Replaced slow slice-based leaderboard with indexed skip list + hash IDs, cutting updates to <1ms and stabilizing CPU/memory under loads.
March 27, 2026
by Ivan Balashov
· 3,054 Views · 1 Like
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Essential Techniques for Production Vector Search Systems, Part 5: Reranking
Proven techniques for production vector search, including when to use each one, how to combine them effectively, and trade-offs to understand before deployment.
March 27, 2026
by Pavan Vemuri DZone Core CORE
· 2,176 Views
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Stop Leap-Second AI Drift in IoT Streams With PySpark
Leap seconds can corrupt timestamps and trigger AI drift in fintech IoT systems. Learn about drift types and how PySpark streaming fixes them in real time.
March 27, 2026
by Ram Ghadiyaram DZone Core CORE
· 2,148 Views · 1 Like
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Stateful AI: Streaming Long-Term Agent Memory With Amazon Kinesis
Stream every agent interaction into vector memory for real-time, scalable, persistent, fully queryable, and context-rich AI memory.
March 26, 2026
by Jubin Abhishek Soni DZone Core CORE
· 2,409 Views
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Production Database Migration or Modernization: A Comprehensive Planning Guide [Part 1]
A multi-part walkthrough of the essential components of planning and executing a successful production database migration for large-scale backend services.
March 25, 2026
by Alexander Komyagin
· 1,929 Views
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Beyond “Lift-and-Shift”: How AI and GenAI Are Automating Complex Logic Conversion
Overcome the manual migration wall by using an AI-native stack that combines deterministic parsing and GenAI to automate complex logic conversion.
March 25, 2026
by Rudrendu Paul
· 1,497 Views · 1 Like
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Why Supply Chain Planning Still Breaks Even with Advanced Forecasting Tools
Supply chain planning fails because tools cannot compensate for poor data quality, execution gaps, and misaligned decision-making structures.
March 23, 2026
by Harpalsinh Vala
· 1,242 Views
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From 13,000 to 20,000+ Endpoints: Architecting Forensics for the Remote Workforce
Scale enterprise forensics by abandoning full-disk images in favor of automated, surgical artifact collection via EDR and cloud storage.
March 23, 2026
by Rahul Karne
· 9,805 Views
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AI Can Help With Migration; It Cannot Own It
AI can reduce complexity and improve visibility in migration projects, but it cannot yet carry the intent that shapes those decisions.
March 23, 2026
by Sireesha Pulipati
· 922 Views
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Toward Intelligent Data Quality in Modern Data Pipelines
Data quality goes beyond null checks. Learn how GenAI helps detect subtle issues, explain anomalies, and strengthen testing in modern data pipelines.
March 20, 2026
by Sireesha Pulipati
· 3,351 Views · 1 Like
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From DLT to Lakeflow Declarative Pipelines: A Practical Migration Playbook
Migrating from DLT to Lakeflow is mostly an API refactor, swapping DLT for pipelines, separating streaming and materialized tables, and updating CDC logic.
March 19, 2026
by Seshendranath Balla Venkata
· 4,097 Views · 1 Like
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How Piezoelectric Energy Harvesting Is Solving the Battery Waste Crisis in Industrial IoT
Industrial piezoelectric sensors decouple IIoT reliability from battery dependence that compromises data resolution and responsiveness.
March 18, 2026
by Emily Newton
· 3,674 Views
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How LLMs Reach 1 Million Token Context Windows — Context Parallelism and Ring Attention
Learn how Ring Attention and context parallelism enable LLMs to scale to 10M tokens through distributed GPU training and memory optimization.
March 18, 2026
by Kevin Vu
· 3,257 Views
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Fast Data Access Part 2: From Manual Hacks to Modern Stacks
Rebuild a legacy risk pipeline with GemFire, Spark, and Spring Boot. Sub-2ms alerts, ACID upserts, real-time dashboards, and a one-command demo.
March 18, 2026
by Viquar Khan
· 4,927 Views
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Making STM32 Ethernet Work With Cache Enabled
This article explains how turning on CPU cache on modern STM32 chips can silently break Ethernet DMA and cause weird, hard-to-debug network issues.
March 16, 2026
by Sergey Lyubka
· 2,747 Views
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Architecting Scalable JSON Pipelines: The Power of a Single PySpark Schema
Build resilient, scalable data pipelines by flattening nested JSON with PySpark, schema-driven parsing, and Delta Lake for analytics-ready datasets.
March 16, 2026
by Seshendranath Balla Venkata
· 2,755 Views · 1 Like
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Serverless Glue Jobs at Scale: Where the Bottlenecks Really Are
At scale, Glue jobs become shuffle-bound, not CPU-bound. Skew and file strategy dominate runtime. Adding workers helps less than reshaping the workload.
March 13, 2026
by Vivek Venkatesan
· 5,120 Views · 1 Like
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How Data Integrity Breaks in Enterprise Systems and How Architects Prevent It
Data integrity breaks when systems fall out of sync; architects prevent it with strong transactions and resilient integrations.
March 13, 2026
by Suresh Kurapati
· 3,699 Views
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The Clandestine Culprits: Unmasking Modern Web Security Misconfigurations (And Their Automated Nemeses)
A focused deep dive into security misconfigurations — CORS, headers, cookies, admin exposure — and how to eliminate them with hardening and automated CI/CD enforcement.
March 13, 2026
by David Iyanu Jonathan
· 3,243 Views
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