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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
51 views May 24, 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
37 views May 24, 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
50 views May 24, 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
44 views May 24, 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
47 views May 24, 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
40 views May 24, 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
46 views May 24, 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
44 views May 24, 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
47 views May 24, 2026
Article Data & Platform

Orchestrating Pipelines with Apache Airflow

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

Airflow orchestration DAG scheduling pipeline
45 views May 23, 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
44 views May 23, 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
50 views May 21, 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
36 views May 19, 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
47 views May 19, 2026
Article Product Engineering

API Documentation Best Practices

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

API documentation OpenAPI Redoc Swagger developer experience
42 views May 18, 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
43 views May 18, 2026