Blog — Page 26 of 53
Browsing page 26 of 53 — 634 articles and counting.
Building LLM-Powered Code Review Pipelines: Static Analysis, AI Review, and Developer Workflow Integration
How to build a production LLM code review pipeline covering git hook integration, CI orchestration, diff chunking for large PRs, confidence scoring with auto-approve logic, GitHub and GitLab API integration, cost management, and measuring review quality over time.
Database Observability in Production: Slow Query Detection, Connection Pool Monitoring, and Performance Regression Alerts
How to build real database observability across the four pillars that matter in production: query performance, connection health, replication lag, and storage. Includes pg_stat_statements integration, PgBouncer metrics, and plan-change alerts.
Kubernetes Cost Optimization: Right-Sizing, Spot Instances, and Cluster Autoscaling Strategies
A practical guide to reducing Kubernetes costs without sacrificing reliability. Covers resource request right-sizing using VPA data, spot instance node pools with graceful drain, cluster autoscaler vs Karpenter, namespace quotas, and cost attribution with labels.
Log-Based Alerting in Production: Pattern Detection, Anomaly Scoring, and Noise Reduction for Engineering Teams
A practical guide to building log-based alerting systems that go beyond metrics. Covers ingestion, pattern detection, anomaly scoring with z-scores, noise reduction, and routing across Loki, Datadog, and CloudWatch.
Building a Technology Radar for Your Engineering Team: Evaluating Tools, Managing Adoption Risk, and Aligning Technical Direction
A practical guide for startup CTOs and engineering leaders on building and running a ThoughtWorks-style technology radar: the four rings, the four quadrants, how to facilitate quarterly sessions, and how to document decisions that stick.
Running API Design Reviews: Contracts, Backward Compatibility, and Change Management
A practical guide to establishing API design reviews as a team engineering practice, covering proposal docs, approval gates, OpenAPI contract-first development, automated compatibility checking in CI, and scaling the process from a 5-person team to a platform org.
Designing a Distributed Session Store: Replication, Partitioning, and Consistency for Stateful Web Applications
A deep dive into why distributed session state is hard, the tradeoffs between sticky sessions and shared stores, partitioning strategies, replication models, consistency guarantees, and production patterns using Redis Cluster, DynamoDB, and custom implementations.
Designing a Distributed Tracing System: Span Collection, Sampling Strategies, and Trace Storage at Scale
A system design deep-dive into building distributed tracing infrastructure from scratch. Covers the span data model, context propagation internals, head-based vs tail-based sampling, trace storage backends, and the tradeoffs between completeness and cost.
Designing a Load Shedding System: Priority Queues, Admission Control, and Graceful Degradation Under Extreme Traffic
A production guide to load shedding in distributed systems: why it differs from rate limiting, priority-based admission control with request classification, token bucket and weighted fair queuing implementations in TypeScript, circuit breaker integration, client cooperation, observability for shedding decisions, and the tradeoffs that matter in production.
Designing a Multi-Tenant Data Export Pipeline: Bulk Exports, Streaming Downloads, and Rate-Limited Delivery for SaaS Products
A practical system design guide for building data export pipelines in multi-tenant SaaS products. Covers queue architecture, chunked processing, streaming delivery, presigned URLs, tenant-level rate limiting, progress tracking, and GDPR compliance.
Building Type-Safe APIs with Hono and TypeScript: RPC, Validation, and End-to-End Types
A deep practical guide to Hono's type system: how RPC client inference works under the hood, advanced Zod validation patterns, typed middleware composition, structured error handling, and a direct code-level comparison with tRPC.
Islands Architecture in Practice: Partial Hydration, Selective Rendering, and Performance Patterns in Astro
A practical deep dive into islands architecture and partial hydration in Astro. Covers how client:* directives work, when to hydrate and when not to, measuring the performance impact, patterns for interactive islands in mostly-static pages, and how this compares to React Server Components.