Analytics
Data analysis, big data, and business intelligence
Event Sourcing Stores System History as a Replayable Event Log
Event sourcing records each change as an event, preserving the history needed to rebuild current state on demand.
Java and Quarkus Turn GitHub Contributions Into an SVG City
Quarkus Contribution City maps GitHub activity onto a skyline, with a scheduled GitHub Action refreshing the SVG each night.
Agentic AI Security: Why Valid Credentials Can Still Enable Risky Actions
Salt Security’s 2026 report highlights a gap between agents’ valid API access and whether their actions are actually authorized.
Share Delta and Iceberg Tables Between Databricks and Snowflake
Databricks and Snowflake can access each other’s tables through shared ADLS files and catalog metadata, avoiding duplicate data copies.
Why Kotlin Migration Costs Rise as Java Codebases Grow
A small Java project can move to Kotlin in days; a mature monolith may demand quarters of engineering time.
AI Software Development Still Faces Time, Cost and Talent Constraints
AI may expand development capacity, but software teams remain constrained by time, skilled talent and the cost of people and infrastructure.
Kafka Replay Tool Grows Into a Self-Service Streaming Platform
A recovery utility for republishing historical Kafka data expanded to support scheduled incremental ingestion and throughput control.
Salesforce Configuration Control: Making Declarative Changes Traceable
Copado pipelines can bring version control, conflict resolution and regression testing to Salesforce configuration changes as automation grows.
Spark on YARN: Why Executor Sizing Can Leave CPU Cores Idle
YARN bills for allocated container memory, while executor placement can leave node cores unused. Allocation increments also affect how many executors fit.
Scraping Reddit in Go: JSON Pagination, Rate Limits and Production Limits
Go can collect Reddit’s public JSON listings with cursor pagination, but the 1,000-item cap and frequent datacenter blocks limit production use.
Agent Behavior Tests Can Catch Regressions Before Deployment
Model, retrieval, tool, and prompt changes can shift agent behavior. Behavioral regression tests bring those changes into the deploy pipeline.
Kafdrop Message Search Helps Trace Records Across Kafka Pipelines
A Kafdrop hackathon project adds a way to search message contents and trace records when pipeline stages lose track of them.
Kubernetes GPU Optimization Depends on Inference Metrics, Not Node Usage
GPU sharing can cut idle capacity, but node metrics miss inference demand and memory contention. Queue depth offers a clearer signal for scaling.
Samsung AI Appliances at Best Buy: Washers, Ranges and Refrigerators on Sale
Best Buy has discounts of up to 49% on Samsung smart appliances, including AI-enabled washers, induction ranges and refrigerators.
iPad mini 8 Pre-Orders: $699 Price, OLED Display and Retailer Details
Apple’s iPad mini 8 starts at $699, with an 8.5-inch OLED display and IP67 rating. Apple pre-orders opened October 26; other retailers may follow October 28.
AI Model Switching Costs Extend Beyond Token Pricing
Cheaper tokens and stronger benchmarks can mask the cost of revalidating business workflows against their AI Definition of Done.
Vision-Language Models Move Toward Reliable Enterprise Production
VLM adoption now hinges on cloud infrastructure, observability and governance as much as model capability.
Enterprise AI Agents Need Identity Controls for Autonomous Actions
AI agents can query systems and trigger workflows, so their credentials and authority deserve controls beyond those used for a chat interface.
AI SRE Tools Span 64 Products Across Seven Distinct Categories
Bronto’s review of 64 AI SRE tools finds seven distinct product categories, making clear that the label covers very different operational jobs.
ScyllaDB for Java Applications: Distributed NoSQL with Eclipse JNoSQL
ScyllaDB pairs Cassandra-compatible queries with a shard-per-core design for Java workloads that need horizontal scale and predictable performance.