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16 results
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

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

Snowflake Best Practices for Cost and Performance

Virtual warehouses, clustering, query optimization, and controlling spend.

Snowflake cost optimization virtual warehouse clustering query tuning
3 views Mar 30, 2026
Article Data & Platform

Airflow Best Practices for Production Pipelines

Idempotency, backfilling, SLA misses, and common pitfalls to avoid.

Airflow best practices idempotency backfill SLA
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

Logging Best Practices for Production Services

Structured logging, log levels, correlation IDs, and log aggregation.

logging structured logs correlation ID log levels Loki
3 views Mar 30, 2026
Article Data & Platform

Amazon Redshift — Architecture and Query Optimization

Distribution styles, sort keys, VACUUM, ANALYZE, and WLM tuning.

Redshift AWS distribution key sort key VACUUM
3 views Mar 30, 2026
Article Product Engineering

DORA Metrics — Measuring Engineering Delivery Performance

Deployment frequency, lead time, MTTR, and change failure rate in practice.

DORA metrics deployment frequency lead time MTTR change failure rate
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 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 Product Engineering

Docker Containerisation Best Practices

Writing efficient Dockerfiles, multi-stage builds, security hardening, and image size reduction.

Docker containers Dockerfile multi-stage build security
3 views Mar 30, 2026
Article Product Engineering

API Documentation Best Practices

What makes documentation useful, tooling, and keeping docs accurate.

API documentation OpenAPI Redoc Swagger developer experience
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 Product Engineering

Microservices Communication — Sync vs Async Patterns

REST, gRPC, message queues, and choosing the right pattern for each interaction.

microservices gRPC REST message queue Kafka
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 Product Engineering

Designing a Reliable Webhook System

Delivery guarantees, signature verification, retry logic, and consumer best practices.

webhooks HMAC signature verification idempotency retry
2 views Mar 30, 2026