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25 results
Article Data & Platform ★ Featured

Graph Databases — When to Use Neo4j Over Relational

Nodes, edges, Cypher queries, and use cases where graph beats SQL.

Neo4j graph database Cypher knowledge graph fraud detection
3 views Mar 30, 2026
Article Product Engineering ★ Featured

Secure Coding — OWASP Top 10 for Backend Engineers

Injection, broken auth, XSS, IDOR, and how to prevent each.

OWASP security SQL injection XSS IDOR
3 views Mar 30, 2026
Article Data & Platform ★ Featured

Choosing a vector database: pgvector vs Pinecone vs Weaviate

A practical comparison across dimensions that matter for production RAG systems.

vector database pgvector Pinecone Weaviate embeddings
4 views Mar 30, 2026
Article Product Engineering ★ Featured

Database Schema Migration Strategies

Expand-contract pattern, zero-downtime migrations, and tooling.

database migration expand-contract zero downtime Flyway Liquibase
2 views Mar 30, 2026
Article Product Engineering ★ Featured

SQL Query Optimisation — Indexes, Execution Plans, and N+1

Practical techniques for making slow queries fast.

SQL query optimisation indexes N+1 EXPLAIN
2 views Mar 30, 2026
Article Data & Platform

Getting Started with dbt (data build tool)

Models, tests, documentation, and the dbt workflow for transforming warehouse data.

dbt data build tool ELT SQL transformation
3 views Mar 30, 2026
Article Data & Platform

DuckDB — Blazing Fast Local Analytics

When to reach for DuckDB instead of Spark, and how to use it effectively.

DuckDB analytics local Parquet S3
3 views Mar 30, 2026
Article Data & Platform

Data Lake vs Data Warehouse vs Lakehouse

Practical comparison of the three architectures and how to choose.

data lake data warehouse lakehouse Delta Lake Iceberg
3 views Mar 30, 2026
Article Data & Platform

Designing a Data Lake on AWS S3

Folder structure, naming conventions, lifecycle policies, and access patterns.

S3 data lake AWS partitioning lifecycle
3 views Mar 30, 2026
Article Data & Platform

Real-Time Analytics Architecture Patterns

Lambda, Kappa, HTAP, and choosing the right pattern for sub-second analytics.

real-time analytics ClickHouse Druid Flink HTAP
3 views Mar 30, 2026
Article Data & Platform

Migrating from MySQL to PostgreSQL

Schema translation, data migration, and common incompatibilities to address.

MySQL PostgreSQL migration pgloader schema translation
3 views Mar 30, 2026
Article Data & Platform

Orchestrating Pipelines with Apache Airflow

DAGs, operators, scheduling, and production best practices for Airflow.

Airflow orchestration DAG scheduling pipeline
3 views Mar 30, 2026
Article Data & Platform

Data Platform Cost Optimization Strategies

Reducing Snowflake, S3, Spark, and Kafka spend without sacrificing performance.

cost optimization Snowflake S3 Spark Kafka
3 views Mar 30, 2026
Article Product Engineering

Implementing Search — From Basic SQL to Elasticsearch

Full-text search progression from LIKE queries to dedicated search engines.

search full-text search Elasticsearch PostgreSQL vector search
3 views Mar 30, 2026
Article Data & Platform

Stream Processing with Apache Flink

Event time vs processing time, windows, stateful operators, and production deployment.

Flink stream processing event time watermarks windows
3 views Mar 30, 2026
Article Data & Platform

Implementing Data Lineage Tracking

Column-level lineage, tools, and why it is critical for debugging and compliance.

data lineage OpenLineage DataHub dbt column lineage
2 views Mar 30, 2026
Article Product Engineering

Database Connection Patterns in PHP

PDO, prepared statements, connection pooling, and transaction management.

PHP PDO prepared statements transactions database
2 views Mar 30, 2026
Article Data & Platform

ETL vs ELT — Which Pattern Should You Use?

Understand the difference between Extract-Transform-Load and Extract-Load-Transform and when each fits.

ETL ELT data warehouse dbt Snowflake
2 views Mar 30, 2026
Article Data & Platform

Apache Spark — Core Concepts and When to Use It

RDDs, DataFrames, Spark SQL, and the use cases where Spark is the right tool.

Spark Apache Spark DataFrames distributed compute Spark SQL
2 views Mar 30, 2026
Article Product Engineering

API Pagination — Cursor, Offset, and Keyset Patterns

When each method works, performance tradeoffs, and implementation details.

pagination cursor offset keyset API design
2 views Mar 30, 2026
Article Data & Platform

Batch vs Streaming Pipelines — Choosing the Right Pattern

Lambda architecture, Kappa architecture, and practical guidance for choosing.

batch streaming Lambda architecture Kappa architecture Flink
2 views Mar 30, 2026
Article Data & Platform

BigQuery Cost and Performance Optimization

Partitioned tables, clustered tables, slot usage, and avoiding full scans.

BigQuery GCP partitioning clustering cost optimization
2 views Mar 30, 2026
Article Data & Platform

Running Data Workloads on Kubernetes

Spark on K8s, Airflow on K8s, resource requests, and storage patterns.

Kubernetes K8s Spark Airflow KubernetesExecutor
2 views Mar 30, 2026
Article Data & Platform

Time-Series Databases — InfluxDB vs TimescaleDB vs ClickHouse

Comparing purpose-built and general-purpose solutions for time-series data.

time-series InfluxDB TimescaleDB ClickHouse metrics
2 views Mar 30, 2026
Article Data & Platform

Trino (formerly PrestoSQL) — Federated SQL Across Data Sources

Architecture, connectors, query federation, and performance tuning.

Trino Presto federated query SQL Iceberg
2 views Mar 30, 2026