"Your GitOps Hub Will Become the Bottleneck Long Before Cluster Count Tells You"
Your GitOps Hub Will Become the Bottleneck Long Before Cluster Count Tells You GitOps hub bottlenecks are usually predicted more accurately by watched…
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What More Than Three Decades of Acrobat JavaScript Development Taught Me About Interactive PDF Forms
Interactive PDF forms are often treated as little more than electronic versions of paper documents. A user enters information, selects a few checkboxe…
How to Turn an Architecture Guide into Developer Onboarding
An architecture guide often answers the wrong question for a new contributor. It tells them what components exist, where repositories live, and which …
The Unconference Asked the Right Questions. Here's One Architecture's Answers.
I just finished the Thoughtworks Technology Podcast episode where Ken Mugrage, Kief Morris, and Andrew Harmel-Law debrief the unconference on the futu…
Python Selenium Architecture and the Importance of Python Virtual Environments
Modern software development demands applications that are reliable, efficient, and capable of delivering an excellent user experience. As organization…
Understanding Python Selenium Architecture and the Importance of Python Virtual Environments
Modern software development demands applications that are reliable, efficient, and capable of delivering an excellent user experience. As organization…
Redis Cluster Won't Shard Your Hot Leaderboard
"We use Redis Cluster" can mean two very different things: Our dataset is distributed across Redis nodes. Every individual data structure is distribut…
Building Production AI Systems(Final)
Designing AI Systems That Outlive Today's Models If there's one lesson this series has taught me, it's this: Don't build your application around a mod…
How a Baseten Engineer Traced 7 Years of Attention Mechanism Evolution -- From GPT-2 to Kimi K3, in Runable PyTorch
Last week, a Baseten inference engineer who goes by @waterloo_intern published a technical blog post titled "22,580: From GPT-2 to Kimi K3, Explained.…
The $26 Billion Leak: Why Frameworks Are Making Your Codebase Rot (and How Hexagonal Isolation Fixes It)
According to a 2024 vFunction survey, over 50% of companies watch more than a quarter of their entire IT budget vanish into technical debt. This isn't…
Wetask Is Opening Its Task Runtime to External Workers
Wetask's next update brings durable, fenced external workers, atomic batch settlement, and first-party Go, TypeScript, and Python clients. Wetask star…
Why I don't use an LLM to secure my LLM
"So you're anti-LLM for security?" No. I'm anti-lazy-architecture. Let me explain the distinction, because it's the core design decision behind the to…
I deleted my source code and regenerated it in a different language
Every team eventually says the same sentence about its own system: nobody knows why it does that any more. The code is still there. It compiles, it sh…
The Modern API Gateway: Beyond Simple Routing
The API Gateway Has Grown Up When API gateways first entered the enterprise architecture conversation, the value proposition was straightforward: put …
Your Agent's Memory Is a Markdown File. Let's Audit It.
Quick check: does your agent stack have a memory.md in it somewhere? An AGENTS.md ? A notes file the agent appends to when something seems worth keepi…
No-Code, Hybrid, or Custom Code? A Practical Decision Framework
Part 2 of the DEV series: The Real Boundary Between No-Code and Engineering In Part 1 of this series, I argued that developers do not necessarily disl…
Part 4: When an Angular Component Becomes Too Large to Maintain
Part 4 of the Angular in Production series One thing I've noticed after working on larger Angular applications is that components rarely becomes diffi…
Data, Context & RAG Lineage Governance for Enterprise AI Agents
The RAG Security Gap Retrieval-Augmented Generation (RAG) has rapidly emerged as the foundational architecture for grounding enterprise AI agents in p…
Shared UI Means Shared Contracts, Not Shared Hosts
A component can compile in a shared assembly and still be impossible to construct in one of the applications that renders it. That is easy to miss whe…
Important Design Patterns in a Nutshell
When building complex software systems, writing code that simply "works" is not enough. As systems scale and requirements evolve, poorly structured ob…
Lesson 3 - Architecture: Learn to organize your thoughts
AI takes the path of least resistance. That one characteristic explains most of what changed for me about architecting a system once an agent was in t…
Stop writing glue code for telephony APIs
I've spent enough time in the trenches of software engineering to know that there is nothing more soul-crushing than writing 'glue code.' You know exa…
The Lateral Isolation Tax: Preventing Direct Communication Between Peer Services
I put together a project to document an architectural discipline I call " Lateral Isolation ". The core idea is simple: preventing direct communicatio…
Building an Aruba Central Producer in Go: Four API edge cases we had to solve
A deterministic infrastructure collector sounds straightforward: authenticate, call the API, normalize the response, and write JSON. Enterprise APIs q…
You Should Own Your UI Components, Not Just Install Them
One of my favorite ideas behind shadcn/ui has nothing to do with components. It's about ownership. Unlike most UI libraries, shadcn/ui doesn't ask you…
The Day the Warehouse Burned: Lessons in Cross-Border System Resilience
A fire in a fulfillment center on the far side of the world. It didn't make headlines. But for a cross-border e-commerce operation， it was a quiet cat…
Subscription-per-environment was never the real question
Every landing zone conversation eventually lands on the same fork: subscription-per-team or subscription-per-environment. Pick one, defend it in the d…
Nobody Hands You Day One: Stepping In as CTO on a Live Product Across Three Runtimes
Most engineering stories start at day one with a clean repo. This one did not, and I think the messy version is the more useful one to read. I stepped…
AWS Cheatsheet
🏆 AWS SAA-C03 CHEAT SHEET 📋 TABLE OF CONTENTS**** Exam Domain Breakdown Exam Framework Thinking Process Well-Architected Framework Service Selection M…
Did it check, or did it guess? Testing a tool whose output is written by an LLM
My first AI tool was ready, and in typical AI-era fashion, I rushed to publish it. After all, it worked. Or at least when I ran it, the output looked …