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26 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 Computer Repair ★ Featured

PC Powers On But No Display — No POST Diagnosis

Systematic approach when a machine shows power LEDs but a black screen.

no POST black screen no display power on motherboard
3 views Mar 30, 2026
Article Product Engineering ★ Featured

Multi-Tenancy Patterns — Database-per-Tenant, Schema-per-Tenant, and Row-Level

Tradeoffs for SaaS data isolation, compliance, and operational complexity.

multi-tenancy SaaS database per tenant row-level security PostgreSQL
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 Data & Platform ★ Featured

Apache Kafka — Core Concepts and When to Use It

Topics, partitions, consumer groups, and the use cases where Kafka excels.

Kafka streaming event log topics partitions
2 views Mar 30, 2026
Article Data & Platform ★ Featured

PostgreSQL Performance Tuning Fundamentals

Indexing strategy, EXPLAIN ANALYZE, vacuum, and configuration settings that matter most.

PostgreSQL performance indexing EXPLAIN vacuum
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

Change Data Capture (CDC) — Debezium and Log-Based CDC

How CDC works, why it beats polling, and how to implement it with Debezium.

CDC change data capture Debezium Kafka WAL
3 views Mar 30, 2026
Article Computer Repair

Diagnosing Failing RAM

How to identify bad memory using MemTest86, Windows Memory Diagnostic, and symptoms.

RAM memory MemTest86 BSOD diagnostic
3 views Mar 30, 2026
Article Computer Repair

Clean Install Windows 10 or 11 from USB

Download, create install media, and do a clean install step by step.

clean install Windows 10 Windows 11 USB reinstall
3 views Mar 30, 2026
Article Computer Repair

PC Won't Turn On — Zero Power Diagnosis

Methodical troubleshooting when pressing the power button does nothing at all.

PC wont turn on no power power button PSU CMOS
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 Product Engineering

The Twelve-Factor App — Principles for Modern Services

How the twelve factors apply to real production services today.

twelve-factor twelve-factor app cloud native stateless config
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 Product Engineering

GraphQL vs REST — When to Use Each

Comparing query flexibility, over-fetching, tooling, and operational complexity.

GraphQL REST API design DataLoader N+1
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

Materialised Views — When and How to Use Them

Incremental refresh, use cases, and implementation across Postgres, Snowflake, and dbt.

materialised views incremental refresh PostgreSQL Snowflake dbt
3 views Mar 30, 2026
Article Product Engineering

API Testing Strategy — Unit, Integration, Contract, and E2E

Building a test pyramid that catches real bugs without slowing delivery.

API testing unit tests integration tests contract testing Pact
3 views Mar 30, 2026
Article Product Engineering

API Idempotency — Safe Retries for Mutations

Idempotency keys, implementation, and which HTTP methods are idempotent by definition.

idempotency API Idempotency-Key POST retries
3 views Mar 30, 2026
Article Product Engineering

Idiomatic REST API Design Patterns

Naming conventions, filtering, sorting, sparse fieldsets, and HATEOAS considerations.

REST API design naming conventions filtering sorting
2 views Mar 30, 2026
Article Product Engineering

Background Job Queue Design

Idempotency, retries, dead letter queues, and job observability.

background jobs queue idempotency DLQ retry
2 views Mar 30, 2026
Article Data & Platform

PostgreSQL Replication — Streaming, Logical, and Read Replicas

Set up read replicas, understand WAL, and choose between streaming and logical replication.

PostgreSQL replication streaming replication logical replication Patroni
2 views Mar 30, 2026
Article Computer Repair

Diagnosing a Dead or Failing Motherboard

How to rule out other components before concluding the motherboard is at fault.

motherboard failure diagnosis dead PC capacitor
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