Platform Engineering
Internal developer platforms, self-service infra, service catalogs, and maturity models.
Internal Developer Platforms: Building the Self-Service Layer Your Engineers Actually Want
Design and build an Internal Developer Platform (IDP) that eliminates toil. Covers golden paths, self-service infrastructure, developer portals, and the organizational patterns that make platforms succeed.
Platform Team Antipatterns: How to Kill a Platform Initiative in 12 Months
The organizational and technical antipatterns that doom internal platforms. Covers the ticket-queue trap, the abstraction graveyard, the ivory tower, and how to recognize and fix each one before your platform team gets defunded.
Golden Paths: Making the Right Thing the Easy Thing
Design golden paths that accelerate developer productivity without sacrificing autonomy. Covers path design, template engineering, self-service workflows, and measuring whether your golden paths actually make things easier.
Feature Flags at Scale: Decoupling Deployment from Release
Implement feature flags that let you ship code to production without exposing it to users until you are ready. Covers flag lifecycle, targeting strategies, percentage rollouts, kill switches, technical debt management, and the operational practices that prevent flag sprawl.
Developer Experience Engineering: Making Engineers Productive on Day One
Design developer tooling and workflows that eliminate friction, reduce wait times, and let engineers focus on building features instead of fighting infrastructure. Covers local development environments, CI/CD experience, documentation, onboarding, inner loop optimization, and the metrics that measure whether your platform is actually helping.
Internal Developer Platform Design Patterns
How to design and build an internal developer platform. Covers golden paths, self-service infrastructure, developer experience metrics, and platform team operating models.
Service Catalog: Making Your Platform Discoverable
Build a service catalog that helps developers find, understand, and integrate with platform services. Covers catalog design, API documentation standards, ownership tracking, dependency mapping, and keeping the catalog from becoming another stale wiki.
Self-Service Infrastructure: Empowering Developers Without Losing Control
Build self-service infrastructure provisioning that gives developers speed while maintaining security, compliance, and cost controls. Covers Terraform modules, Crossplane, guardrails, approval workflows, and the balance between autonomy and governance.
Platform Metrics and SLOs: Measuring What Matters for Internal Platforms
Define and track platform engineering success metrics using SLOs, developer experience measurements, and adoption analytics. Covers platform reliability targets, deployment velocity tracking, developer satisfaction frameworks, and proving platform ROI to leadership.
Environment Management: Reproducible Dev, Staging, and Production
Build environment management that guarantees consistency between development, staging, and production. Covers environment parity, infrastructure-as-code patterns, data management, feature toggles across environments, and preventing the 'works on staging' category of production outages.
Internal Developer Portals
Build an internal developer portal that brings together service catalogs, documentation, CI/CD status, and team ownership into a single pane of glass. Covers Backstage architecture, plugin ecosystem, entity modeling, and adoption strategies.
Golden Paths and Developer Experience
Design golden paths that guide developers to the right patterns, tools, and workflows by making the best practices the easiest path. Covers developer experience measurement, friction mapping, toolchain standardization, and platform adoption metrics.
Secrets Management
Securely store, distribute, and rotate secrets across applications and infrastructure. Covers vault architectures, secret injection patterns, rotation strategies, and the common mistakes that lead to secret leaks.
Internal Tooling and CLI Design
Build internal CLI tools that developers actually want to use. Covers CLI architecture, argument parsing, progressive disclosure, output formatting, plugin systems, and the UX principles that make developer tools delightful.
Service Catalog Design Patterns
Design and operate an internal service catalog that gives developers and platform teams visibility into every service, its ownership, health, and dependencies. Covers catalog data models, ownership enforcement, health scoring, Backstage integration, and service maturity frameworks.
Infrastructure as Product
Treat internal infrastructure as a product with users, roadmaps, and SLOs. Covers product thinking for platform teams, developer experience metrics, adoption tracking, feedback loops, and the organizational model that makes platform engineering sustainable.
Platform as a Product
Treat internal platforms as products with users, roadmaps, and feedback loops. Covers platform product management, developer experience metrics, adoption strategies, golden paths, and the patterns that turn internal platforms from mandated tools into beloved products.
Platform Adoption Metrics
Measure and improve adoption of internal developer platforms. Covers DORA metrics, developer satisfaction, adoption funnels, platform health dashboards, and the patterns that prove platform value and drive continuous improvement.
Developer Experience Engineering
Design internal developer platforms that engineers actually want to use. Covers developer productivity metrics, golden paths, self-service infrastructure, developer portal design, and the patterns that reduce friction between writing code and deploying it.
Platform Engineering Maturity Model
Assess and evolve your platform engineering practice. Covers maturity stages from ad-hoc to self-service, evaluation criteria, investment roadmaps, and the patterns that transform a shared services team into a product-oriented platform team.
Developer Portal Engineering
Build internal developer portals that accelerate onboarding and productivity. Covers service catalogs, API documentation, golden paths, developer experience metrics, and the patterns that reduce time-to-first-deploy from weeks to hours.
Platform Build vs. Buy Framework
Make informed build-versus-buy decisions for platform components. Covers total cost of ownership analysis, evaluation criteria, vendor lock-in assessment, hybrid approaches, and the decision framework that prevents both NIH syndrome and vendor dependency.
Internal Developer Platform Build vs Buy Decision
Production-ready guide covering internal developer platform build vs buy decision with implementation patterns, code examples, and anti-patterns for enterprise engineering teams.
Platform Incident Response Integration Design
Production-ready guide covering platform incident response integration design with implementation patterns, code examples, and anti-patterns for enterprise engineering teams.
Backstage Implementation
Production engineering guide for backstage implementation covering patterns, implementation strategies, and operational best practices.
Developer Experience Metrics
Production engineering guide for developer experience metrics covering patterns, implementation strategies, and operational best practices.
Internal Developer Portal
Production engineering guide for internal developer portal covering patterns, implementation strategies, and operational best practices.
Platform Adoption Strategies
Production engineering guide for platform adoption strategies covering patterns, implementation strategies, and operational best practices.
Platform Api Design
Production engineering guide for platform api design covering patterns, implementation strategies, and operational best practices.
Platform Cost Management
Production engineering guide for platform cost management covering patterns, implementation strategies, and operational best practices.
Platform Documentation
Production engineering guide for platform documentation covering patterns, implementation strategies, and operational best practices.
Platform Governance
Production engineering guide for platform governance covering patterns, implementation strategies, and operational best practices.
Platform Maturity Assessment
Production engineering guide for platform maturity assessment covering patterns, implementation strategies, and operational best practices.
Platform Migration Patterns
Production engineering guide for platform migration patterns covering patterns, implementation strategies, and operational best practices.
Platform Observability
Production engineering guide for platform observability covering patterns, implementation strategies, and operational best practices.
Platform Reliability
Production engineering guide for platform reliability covering patterns, implementation strategies, and operational best practices.
Platform Scaling Patterns
Production engineering guide for platform scaling patterns covering patterns, implementation strategies, and operational best practices.
Platform Security Patterns
Production engineering guide for platform security patterns covering patterns, implementation strategies, and operational best practices.
Platform Team Topologies
Production engineering guide for platform team topologies covering patterns, implementation strategies, and operational best practices.
Platform Toolchain Evaluation
Production engineering guide for platform toolchain evaluation covering patterns, implementation strategies, and operational best practices.
Service Catalog Engineering
Production engineering guide for service catalog engineering covering patterns, implementation strategies, and operational best practices.
Internal Developer Platform Design
Production-grade guide to internal developer platform design covering architecture patterns, implementation strategies, testing approaches, and operational best practices for enterprise engineering teams.
Platform Api Design Patterns
Production-grade guide to platform api design patterns covering architecture patterns, implementation strategies, testing approaches, and operational best practices for enterprise engineering teams.
Platform Cost Attribution
Production-grade guide to platform cost attribution covering architecture patterns, implementation strategies, testing approaches, and operational best practices for enterprise engineering teams.
Platform Documentation Strategy
Production-grade guide to platform documentation strategy covering architecture patterns, implementation strategies, testing approaches, and operational best practices for enterprise engineering teams.
Platform Golden Paths
Production-grade guide to platform golden paths covering architecture patterns, implementation strategies, testing approaches, and operational best practices for enterprise engineering teams.
Platform Observability Integration
Production-grade guide to platform observability integration covering architecture patterns, implementation strategies, testing approaches, and operational best practices for enterprise engineering teams.
Platform Security Guardrails
Production-grade guide to platform security guardrails covering architecture patterns, implementation strategies, testing approaches, and operational best practices for enterprise engineering teams.
Platform Self Service Portals
Production-grade guide to platform self service portals covering architecture patterns, implementation strategies, testing approaches, and operational best practices for enterprise engineering teams.
Platform Team Charter Design
Production-grade guide to platform team charter design covering architecture patterns, implementation strategies, testing approaches, and operational best practices for enterprise engineering teams.