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33 results
Article Product Engineering ★ Featured

Observability — Logs, Metrics, and Traces

Implementing the three pillars with OpenTelemetry and making them actionable.

observability OpenTelemetry logging metrics tracing
4 views Mar 31, 2026
Article Product Engineering ★ Featured

JWT Authentication — Implementation and Security Patterns

Access tokens, refresh tokens, rotation, revocation, and common mistakes.

JWT authentication refresh token token rotation httpOnly
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
3 views Mar 31, 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
5 views Mar 31, 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
5 views Mar 31, 2026
Article Computer Repair

Recover Deleted Files Without Paid Software

Use Recuva, TestDisk, and Shadow Copies to get files back.

recover files Recuva TestDisk deleted Shadow Copy
4 views Mar 31, 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
4 views Mar 31, 2026
Article Data & Platform

MongoDB Schema Design Patterns

Embedding vs referencing, the subset pattern, and indexing strategy.

MongoDB schema design embedding referencing bucket pattern
3 views Mar 31, 2026
Article Data & Platform

Redis Caching Patterns for Production Applications

Cache-aside, write-through, TTL strategy, and cache invalidation approaches.

Redis caching cache-aside TTL invalidation
4 views Mar 31, 2026
Article Product Engineering

WebSockets — Building Real-Time Features

Connection lifecycle, heartbeats, reconnection logic, and scaling with Redis pub/sub.

WebSocket real-time Redis pub/sub heartbeat reconnection
4 views Mar 31, 2026
Article Data & Platform

Secrets Management for Data Platforms

HashiCorp Vault, AWS Secrets Manager, and patterns for rotating credentials safely.

secrets management Vault AWS Secrets Manager credentials rotation
4 views Mar 31, 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
5 views Mar 31, 2026
Project Projects & Case Studies

Predictive maintenance for fleet management

Time-series models reduced unplanned downtime by 18% across a mixed heavy equipment fleet.

predictive maintenance time-series J1939 fleet ML
5 views Mar 31, 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
4 views Mar 31, 2026
Article Product Engineering

Our observability stack for production services

Logs, metrics, traces — how we instrument every service we ship.

observability logging metrics traces OpenTelemetry
3 views Mar 31, 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

Infrastructure as Code for Data Platforms with Terraform

Managing cloud data infrastructure reproducibly with Terraform.

Terraform IaC infrastructure as code AWS S3
3 views Mar 30, 2026
Article Data & Platform

Feature Stores — Bridging Data Engineering and ML

What a feature store is, online vs offline stores, and when to build vs buy.

feature store ML platform Feast training-serving skew online store
3 views Mar 30, 2026
Article Product Engineering

Feature Flags — Safe Deployment and Gradual Rollout

Types of flags, implementation patterns, and avoiding flag sprawl.

feature flags gradual rollout A/B testing LaunchDarkly Unleash
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

OAuth 2.0 and OIDC — Implementing Secure Third-Party Auth

Authorization code flow, PKCE, scopes, and integrating with identity providers.

OAuth 2.0 OIDC PKCE authorization code Auth0
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 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 Computer Repair

Microphone Not Working in Windows

Check permissions, devices, and drivers to get your mic recognised.

microphone not working privacy settings driver Recording
2 views Mar 30, 2026
Article Product Engineering

Health Check Endpoints — Readiness, Liveness, and Startup

Implement correct health endpoints so orchestrators route traffic and restart containers appropriately.

health check liveness readiness Kubernetes load balancer
2 views Mar 30, 2026
Article Data & Platform

Parquet vs CSV — Why Columnar Storage Matters

How Parquet's columnar format reduces storage costs and speeds up analytical queries.

Parquet CSV columnar storage compression PyArrow
2 views Mar 30, 2026
Article Product Engineering

Semantic Versioning — MAJOR.MINOR.PATCH in Practice

When to bump each version number and how to communicate breaking changes.

semantic versioning semver breaking changes API versioning changelog
2 views Mar 30, 2026
Article Product Engineering

Implementing Rate Limiting in APIs

Token bucket, sliding window, fixed window — algorithms and implementation patterns.

rate limiting token bucket sliding window Redis API
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 Computer Repair

Fix Laptop Overheating and Thermal Throttling

Clean the vents, replace thermal paste, and tune fan curves to keep laptops running cool.

laptop overheating thermal paste throttling fan
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
Service Service Descriptions

Product Engineering — Service Overview

APIs, dashboards, and services delivered with tests, CI/CD, and observability from day one.

product engineering API dashboard CI/CD React
2 views Mar 30, 2026