Advanced on Dev & Platform Engineering Hub

Kubernetes Ep 15: Production Helm Charts & Package Deployment

Mon, 10 Aug 2026 01:15:00 +0000

Managing dozens of static YAML manifests across multiple environments (dev, staging, prod) leads to repetitive code and configuration drift. Helm is the official package manager for Kubernetes, enabling templating, parameterization, versioned releases, and one-click upgrades.

Kubernetes Ep 14: Health Checks & Zero-Downtime Rolling Updates

Mon, 10 Aug 2026 01:10:00 +0000

In production, a container might be in a Running state according to Docker, yet completely unable to serve HTTP traffic due to a deadlock, database connection timeout, or slow boot sequence. Probes and Rolling Updates guarantee zero-downtime application deployments.

Kubernetes Ep 13: RBAC, ServiceAccounts & Security

Mon, 10 Aug 2026 01:05:00 +0000

Security in Kubernetes follows the Principle of Least Privilege. Role-Based Access Control (RBAC) regulates who (Users, Groups, or ServiceAccounts) can perform which actions (verbs: get, list, create, delete) on which resources (nouns: pods, services, secrets).

Kubernetes Ep 12: Namespaces, Resource Quotas & LimitRanges

Mon, 10 Aug 2026 01:00:00 +0000

In enterprise environments, a single Kubernetes cluster is shared across multiple development teams, environments (dev, staging, prod), and microservices. Without resource governance, a single misbehaving application can consume all cluster CPU and memory, crashing critical workloads.

Kubernetes Ep 10: DaemonSets & Cluster Node Agents

Mon, 10 Aug 2026 00:50:00 +0000

While Deployments distribute Pods across nodes based on available capacity, DaemonSets ensure that a copy of a specific Pod runs on all (or selected) worker nodes in the cluster. As nodes are added to or removed from the cluster, DaemonSet Pods are added or garbage-collected automatically.

Kubernetes Ep 9: StatefulSets & Stateful Database Deployments

Mon, 10 Aug 2026 00:45:00 +0000

While Deployments are designed for interchangeable, stateless application replicas, stateful workloads like PostgreSQL clusters, Redis Sentinels, Kafka brokers, and Elasticsearch nodes require stable network identities, dedicated persistent volumes per replica, and strict ordered deployment & scaling. This is where StatefulSets shine.

Kratix Ep 12: Production Reference Architecture

Sun, 09 Aug 2026 22:00:00 +0000

We have reached the end of our journey. In this final episode, we combine everything we have learned—Kratix, Crossplane, ArgoCD, Vault, Prometheus, and Backstage—into a single, comprehensive reference architecture diagram that you can use to build your enterprise IDP.

Kratix Ep 11: Full IDP Integration with Backstage

Sun, 09 Aug 2026 21:50:00 +0000

While kubectl is powerful, it is not a Developer Portal. In this episode, we integrate Kratix with Backstage, creating a unified Web UI where developers can browse the service catalog, request infrastructure, and monitor their applications without ever opening a terminal.

Kratix Ep 9: Promise CI/CD with GitHub Actions

Sun, 09 Aug 2026 21:30:00 +0000

Platform Engineers write code too. When you build a complex Promise, you must compile the Pipeline container, lint the YAML, and safely deploy it to the Platform Cluster. In this episode, we build a robust GitHub Actions CI/CD pipeline to automate the lifecycle of Kratix Promises.

Kratix Ep 7: Secrets Management with ESO and Vault

Sun, 09 Aug 2026 21:10:00 +0000

GitOps has one fatal flaw: You cannot commit secrets to a Git repository. When Kratix generates a Redis password during a Pipeline execution, how does it securely deliver that password to the Worker Cluster? In this episode, we solve the GitOps secrets problem using HashiCorp Vault and ESO.

Crossplane Ep 15: Building an IDP with Backstage

Sun, 09 Aug 2026 19:40:00 +0000

We have built the APIs, the translation engine, the GitOps pipeline, and the security webhooks. But developers still have to write YAML to request a database. In this final episode, we integrate Crossplane with Backstage to create the ultimate Internal Developer Portal (IDP).

Crossplane Ep 14: Custom Composition Webhooks

Sun, 09 Aug 2026 19:30:00 +0000

OpenAPI schema validation (like type: integer) is too basic for enterprise security. What if you need to enforce that a database’s storage size is an even number, or that the requested environment matches a specific regex? In this episode, we write a Kubernetes Validating Webhook in Go to intercept and inspect Crossplane Claims.

Crossplane Ep 13: Provider Families and Performance

Sun, 09 Aug 2026 19:20:00 +0000

If you install the monolithic provider-aws package into a small EKS cluster, your Kubernetes API server might crash. AWS has over 1,000 resources, meaning Crossplane will inject 1,000 CRDs and run a massive Go controller in memory. In this episode, we learn how to architect high-performance Crossplane clusters using Provider Families.

Crossplane Ep 12: GitOps with ArgoCD and Crossplane

Sun, 09 Aug 2026 19:10:00 +0000

If you are running kubectl apply -f my-database.yaml from your laptop, you are doing it wrong. In modern Platform Engineering, no human should ever talk directly to the Kubernetes API. In this episode, we configure ArgoCD to automatically deploy Crossplane XRs directly from a GitHub repository.

Crossplane Ep 11: Writing Composition Functions in Go

Sun, 09 Aug 2026 19:00:00 +0000

In Episode 10, we learned that Composition Functions allow us to escape the limitations of YAML. In this episode, we will write a custom Go program that dynamically generates an array of AWS Subnets based on a single integer provided by the Application Developer.

Pulumi Ep 15: Multi-Language Components (MLC)

Sun, 09 Aug 2026 16:40:00 +0000

In Episode 7, we built a reusable TypeScript ComponentResource. But what if the Data Science team wants to use your component in their Python IaC? Historically, they couldn’t. Pulumi Multi-Language Components (MLC) solves this by using gRPC to project your TypeScript code across all supported languages.

Pulumi Ep 14: Policy as Code with CrossGuard

Sun, 09 Aug 2026 16:30:00 +0000

In Terraform, enforcing security rules requires external tools like OPA (Open Policy Agent) and Rego. Pulumi provides a native Policy-as-Code engine called CrossGuard. In this episode, we will write TypeScript policies that act as a strict firewall, preventing developers from provisioning insecure infrastructure.

Pulumi Ep 13: Unit Testing Infrastructure (Jest)

Sun, 09 Aug 2026 16:20:00 +0000

Testing infrastructure usually means deploying it to a sandbox, waiting 15 minutes, running a bash script to ping an IP, and tearing it down. Because Pulumi is TypeScript, we can use the industry-standard Jest testing framework to write offline, millisecond unit tests to validate our infrastructure logic before we ever touch the cloud.

CKS Deep Guide: Cluster Hardening & Runtime Security

Sun, 09 Aug 2026 16:15:00 +0000

The Certified Kubernetes Security Specialist (CKS) is the pinnacle performance exam testing your ability to secure containerized workloads, harden Kubernetes clusters, and detect runtime attacks.

CKAD Deep Guide: Application Design & Deployment Strategies

Sun, 09 Aug 2026 16:10:00 +0000

The Certified Kubernetes Application Developer (CKAD) exam tests your ability to design, build, expose, and troubleshoot cloud-native applications running inside Kubernetes clusters.

Pulumi Ep 12: Authoring Dynamic Providers

Sun, 09 Aug 2026 16:10:00 +0000

What happens when you need to provision a resource in a system that doesn’t have an official Pulumi plugin? In Terraform, you must write complex Go code, compile a binary, and distribute it. In Pulumi, you can author a Dynamic Provider directly in your index.ts file using pure TypeScript.

CKA Deep Guide: Cluster Architecture, Installation & etcd Backup

Sun, 09 Aug 2026 16:05:00 +0000

The Certified Kubernetes Administrator (CKA) exam is a 100% performance-based practical exam. You must execute complex administrative tasks directly inside Linux terminal command lines within a 2-hour window.

KCNA Deep Guide: Cloud Native Architecture & Exam Mastery

Sun, 09 Aug 2026 16:00:00 +0000

The Kubernetes and Cloud Native Associate (KCNA) certification tests your foundational understanding of the Cloud Native ecosystem, CNCF project landscape, and Kubernetes control plane mechanics.

Pulumi Ep 11: The Automation API (Embedded Pulumi)

Sun, 09 Aug 2026 16:00:00 +0000

Running pulumi up from a CLI is great for Platform Engineers, but what if you want to build a self-service Internal Developer Portal (IDP) where developers click a button on a web page to provision a database? The Pulumi Automation API allows you to embed the entire Pulumi Engine inside your own Node.js, Python, or Go applications.

TS Ep 70: Building a REST API with Effect

Sun, 09 Aug 2026 15:55:00 +0000

We assemble the ultimate functional backend. Learn how to combine Layers, Context, Schema Validation, Error Handling, and Resource Management into a massive, production-grade Express REST API using @effect/platform.

TS Ep 69: Managing Resources and Scope

Sun, 09 Aug 2026 15:50:00 +0000

Learn how to safely acquire and release resources like database connections and file streams. The Scope API replaces try/finally blocks, guaranteeing cleanup even if your application crashes.

TS Ep 68: Effect Schema Validation

Sun, 09 Aug 2026 15:45:00 +0000

TypeScript interfaces do not exist at runtime. To protect your application from malformed API payloads and corrupted database rows, learn how to use @effect/schema to parse and validate data perfectly.

TS Ep 67: Concurrency and Fibers

Sun, 09 Aug 2026 15:40:00 +0000

Learn how Effect-TS implements Fibers (green threads) to allow millions of concurrent operations. Master Effect.all, concurrency limits, and safe interruption of background tasks.

TS Ep 66: Layers & Service Wiring

Sun, 09 Aug 2026 15:35:00 +0000

Providing single services is easy, but enterprise applications have massive dependency graphs. Learn how to use Effect Layers to wire services together, handle async initialization, and resolve graphs perfectly.

TS Ep 65: Context & Dependency Injection

Sun, 09 Aug 2026 15:30:00 +0000

Eliminate global singletons and complex IoC containers. Learn how the R parameter in Effect<A, E, R> forces you to provide dependencies before your program can run, ensuring perfect testability.

TS Ep 64: Error Handling in Effect

Sun, 09 Aug 2026 15:25:00 +0000

Effect-TS completely reimagines error handling. Learn the difference between Expected Failures and Unexpected Defects, and how to use catchTag to build resilient, self-documenting pipelines.

TS Ep 63: Creating and Running Effects

Sun, 09 Aug 2026 15:20:00 +0000

To use Effect-TS, you must know how to bridge the gap between the chaotic outside world and your pure functional pipeline. Master the constructors and execution methods of the Effect runtime.

TS Ep 62: The Effect Type Signature

Sun, 09 Aug 2026 15:15:00 +0000

The heart of Effect-TS is its three-parameter type signature. Master the A (Success), E (Error), and R (Requirement) parameters to unlock perfect architectural safety.

TS Ep 61: Introduction to Effect-TS

Sun, 09 Aug 2026 15:10:00 +0000

We have built the functional foundation. Now it is time to enter the ecosystem. Discover why Effect-TS is rapidly becoming the standard library for enterprise TypeScript, and run your first pure asynchronous program.

TS Ep 60: Function Composition (Pipe & Flow)

Sun, 09 Aug 2026 15:05:00 +0000

Learn how to avoid the ‘Pyramid of Doom’ and method chaining limitations by embracing functional composition. We explore how pipe and flow allow you to build complex logic from small, testable pure functions.

TS Ep 59: Monadic Patterns (Option & Either)

Sun, 09 Aug 2026 15:00:00 +0000

Learn how to wrap missing data and expected errors in type-safe containers. We explore the Option and Either monads, providing the final foundational step before entering the Effect-TS ecosystem.

TS Ep 58: Algebraic Data Types (ADTs)

Sun, 09 Aug 2026 14:55:00 +0000

Learn how to eliminate impossible states from your application by mastering Algebraic Data Types (ADTs). We explore Sum Types, Product Types, and exhaustive pattern matching in TypeScript.

TS Ep 57: Immutability & Readonly Data

Sun, 09 Aug 2026 14:50:00 +0000

Functional programming requires data to be immutable. Discover how to leverage TypeScript’s structural typing, Readonly<T>, and as const to enforce deep immutability at compile time, eliminating a massive category of state-based bugs.

TS Ep 56: Functional Programming Basics & Pure Functions

Sun, 09 Aug 2026 14:45:00 +0000

Welcome to the final module! Before diving into Effect-TS, we must build a foundation in Functional Programming. Learn why pure functions eliminate whole classes of bugs, how separating descriptions from execution powers the Effect runtime, and how to refactor impure services into highly testable functional pipelines.

TS Ep 4: Functional TypeScript & Effect-TS Prelude — Immutability, ADTs, and Type-Driven Error Handling

Sun, 09 Aug 2026 14:00:00 +0000

The functional programming masterclass for TypeScript developers. Bridge object-oriented patterns into pure functional architecture with Option/Either types, typed error handling without throw exceptions, pipe/flow composition, and an introduction to the Effect-TS ecosystem.

TS Ep 55: Advanced Function Composition

Sun, 09 Aug 2026 13:45:00 +0000

How do you type a pipe() function that takes an infinite number of functions, where the output of function A must perfectly match the input of function B? Welcome to the final boss of TypeScript.

TS Ep 54: The Builder Pattern with Generics

Sun, 09 Aug 2026 13:40:00 +0000

Learn how to build chainable APIs that accumulate type knowledge at every step. This Generic Accumulator pattern is the secret engine powering libraries like tRPC, Zod, and Prisma, providing unparalleled autocomplete.

TS Ep 53: Branding and Flavoring (Nominal Typing)

Sun, 09 Aug 2026 13:35:00 +0000

TypeScript doesn’t care if two types have different names; if they share the same shape, they are equivalent. Learn how to use Branding and Flavoring to force the compiler to differentiate between an OrderID string and a UserID string, powering Domain-Driven Design.

TS Ep 3: Advanced TypeScript — Conditional Types, Infer Keyword, and Template Literal Metaprogramming

Sun, 09 Aug 2026 13:30:00 +0000

An advanced masterclass in TypeScript type-level metaprogramming. Master conditional types (T extends U ? X : Y), distributive behavior, infer keyword pattern matching for unwrapping types, template literal types (${T}_${U}), and deep recursive object transformations.

TS Ep 52: Variance (Covariance vs Contravariance)

Sun, 09 Aug 2026 13:30:00 +0000

Why is it safe to return a subclass instead of a superclass, but dangerous to accept a superclass parameter instead of a subclass? Welcome to Variance: the computer science underpinning of TypeScript’s assignability engine.

TS Ep 51: Type-Level State Machines

Sun, 09 Aug 2026 13:25:00 +0000

Use mapped types and generics to enforce finite state transitions in the compiler. A type-level state machine makes impossible states impossible to represent, eliminating entire classes of runtime bugs.

TS Ep 50: DeepReadonly and DeepPartial

Sun, 09 Aug 2026 13:20:00 +0000

The built-in Partial and Readonly utilities are shallow. Learn how to write your own DeepReadonly and DeepPartial utilities that penetrate every layer of nested objects by combining Generics, Conditionals, infer, Mapped Types, and Recursion simultaneously.

TS Ep 49: Recursive Types

Sun, 09 Aug 2026 13:15:00 +0000

How do you type a JSON object? A JSON object can contain arrays of objects, which can contain arrays of objects, infinitely down. You cannot hardcode this depth. You need a Recursive Type.

TS Ep 48: String Manipulation Utilities

Sun, 09 Aug 2026 13:10:00 +0000

TypeScript provides four built-in Intrinsic utilities that manipulate the casing of string literal types at compile time. Learn how to pair them with template literals and mapped types to dynamically generate robust event handler mappings.

TS Ep 47: Template Literal Types

Sun, 09 Aug 2026 13:05:00 +0000

Template literal types allow you to use JavaScript-style template strings (${...}) inside Type Space. Learn how to generate combinations of string literals automatically via Union Permutation, and parse delimited strings (like emails or URLs) using the infer keyword.

TS Ep 46: Inferring Tuples and Arrays

Sun, 09 Aug 2026 13:00:00 +0000

Pattern matching with infer isn’t just for Promises and Objects. You can deconstruct Tuples and Arrays element by element in Type Space, mirroring the exact syntax of JavaScript’s array destructuring and spread operators.

TS Ep 45: Inferring Promises (`Awaited`)

Sun, 09 Aug 2026 12:55:00 +0000

Learn how the built-in Awaited<T> utility models the runtime await keyword. We explore how to combine the infer keyword with Recursive Type Aliases to drill down and unwrap Promises infinitely deep, and how to compose it with ReturnType for async functions.

TS Ep 44: The `infer` Keyword (Pattern Matching)

Sun, 09 Aug 2026 12:50:00 +0000

If conditional types are the if-else statements of Type Space, the infer keyword is the variable declaration (let x = ...). Learn how to extract types dynamically via pattern matching, rebuild ReturnType, and parse Template Literal Strings at compile time.

TS Ep 43: Preventing Distribution (Tuples)

Sun, 09 Aug 2026 12:45:00 +0000

Sometimes, you want a conditional type to evaluate an entire Union as a single monolithic entity, rather than mapping over its individual members. Learn how wrapping generic parameters in brackets [T] prevents distribution, and how to use this mechanic to build complex IsUnion checks.

TS Ep 42: Distributive Conditional Types

Sun, 09 Aug 2026 12:40:00 +0000

When you pass a Union type into a conditional type, TypeScript doesn’t evaluate the union as a whole. It evaluates every single member of the union separately, and combines the results. Learn how this powerful (and sometimes confusing) mechanism powers TypeScript’s standard library.

TS Ep 41: Conditional Types (The Basics)

Sun, 09 Aug 2026 12:35:00 +0000

Conditional types are the if-else statements of Type Space. Learn how to use the ’extends ? :’ syntax to compute dynamic types based on assignability logic, replace complex function overloads, and construct nested else-if type chains.

Mastering TypeScript: From Fundamentals to Type-Level Programming & Functional Effect-TS

Sun, 09 Aug 2026 12:00:00 +0000

The ultimate TypeScript masterclass roadmap. Master primitive types, type narrowing, generics, mapped types, conditional types, infer keyword, template literal types, type-level state machines, and functional Effect-TS architecture.

Terraform Ep 15: Infrastructure Unit Testing with Terratest (Golang)

Sun, 09 Aug 2026 11:40:00 +0000

Running ’terraform plan’ is not enough to guarantee your infrastructure works. In this final episode, we bridge the gap between DevOps and Software Engineering by writing automated Golang tests using Terratest. We will programmatically provision infrastructure, assert its correctness, and tear it down.

Terraform Ep 14: Achieving DRY Architecture with Terragrunt

Sun, 09 Aug 2026 11:30:00 +0000

As your Terraform codebase scales across dozens of microservices and environments, you will find yourself copy-pasting the same ‘backend’ and ‘provider’ blocks repeatedly. Terragrunt is a powerful wrapper that eliminates this repetition, allowing you to define global configurations once.

Terraform Ep 13: Advanced State Manipulation (Surgical Refactoring)

Sun, 09 Aug 2026 11:20:00 +0000

Refactoring HCL code is dangerous. If you rename a resource block, Terraform will attempt to destroy the old resource and recreate it. In this episode, we learn how to use ‘moved’ blocks and the state CLI to refactor code safely, preventing catastrophic database deletions.

Terraform Ep 12: CI/CD Automation with Terraform Cloud and GitHub Actions

Sun, 09 Aug 2026 11:10:00 +0000

Running ’terraform apply’ from a local laptop is a major security and compliance risk. In this episode, we transition to a GitOps workflow. You will learn how to automate Terraform plans on Pull Requests, and automatically apply changes upon merging to the main branch using GitHub Actions.

Terraform Ep 11: Managing Multi-Environment Architecture (Workspaces vs Directories)

Sun, 09 Aug 2026 11:00:00 +0000

Welcome to Tier 3: Advanced Platform Engineering. You now know how to write reusable modules and store state remotely. But how do you safely deploy identical infrastructure to both Staging and Production without them colliding? We explore Workspaces and Directory Isolation.

Go Ep 15: Building a Production REST API

Sun, 09 Aug 2026 10:20:00 +0000

Theory is useless without execution. We assemble everything learned across 14 episodes — structs, pointers, error handling, JSON codecs, context timeouts, and concurrency — into a production-grade HTTP REST API.

Go Ep 14: Testing, Benchmarking & Fuzzing

Sun, 09 Aug 2026 10:10:00 +0000

Go includes a first-class test runner built into the go test CLI. You don’t need external test frameworks like Jest or JUnit to write unit tests, benchmarks, or fuzzers.

Go Ep 13: Generics (Type Parameters)

Sun, 09 Aug 2026 10:00:00 +0000

Before Go 1.18, writing a reusable function for finding a slice element required duplicate functions for int, string, and float64, or using reflection. Generics solve this using Type Parameters.

Go Ep 12: Context, Cancellation & Timeouts

Sun, 09 Aug 2026 09:50:00 +0000

When an incoming HTTP request is cancelled by the client, every downstream database query and RPC call associated with that request must stop immediately. Go’s context.Context enforces this cancellation propagation.

Go Ep 11: Advanced Concurrency & Worker Pools

Sun, 09 Aug 2026 09:40:00 +0000

Channel communication handles message passing, but shared memory synchronization requires standard primitives like sync.Mutex and sync.WaitGroup. Learn how to build thread-safe concurrent systems.

Kratix Ep 1: Introduction to Kratix & The Platform-as-a-Product Paradigm

Sun, 09 Aug 2026 00:00:00 +0000

Explore Kratix architecture, the Platform-as-a-Product paradigm, and how Kratix transforms Kubernetes into a composable Internal Developer Platform.

Mastering Kratix: Building Composable Internal Developer Platforms on Kubernetes

Sun, 09 Aug 2026 00:00:00 +0000

Master Kratix to deliver self-service infrastructure and application capabilities to development teams with Promises, Workflows, Pipelines, and GitOps.