CrabTrap
CrabTrap Imagine a production environment where AI judges security threats, freeing you from tedious monitoring. I've seen the benefits of automating …
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Micro-frontends with AI - it solves everything
This article covers a few important tips to consider before choosing micro-frontends for your tech stack. I also cover what other tools fit well with …
AI won’t save a product that was never composable
AI won't save a product that was never composable Most product teams shipping AI right now are following roughly the same playbook. A chat sidebar. A …
Software Architecture as Educated Coarse-Graining
Every serious practitioner agrees that software architecture matters. Almost nobody agrees on what the word means. That's an operational problem disgu…
System Design Fundamentals - Latency, Throughput, Availability, Consistency, Redundancy, Replication, and Congestion Explained
When people first step into system design, they often expect to learn about architectures—microservices, databases, load balancers, and scaling strate…
Reading Modbus RTU Data with Python
Most tutorials on reading Modbus RTU data with Python focus entirely on the software side. The standard advice is to run pip install pymodbus, plug a …
Why Scalable Architecture Matters for Growing Businesses
Most companies don't think about their software architecture until something breaks. I've seen it happen more times than I can count. A business start…
Stop Putting Everything in the Service Class and Calling It Clean Architecture
There is a file in almost every .NET project that everyone on the team is quietly afraid of. It does not have a scary name. It is usually called somet…
Live Streaming From Space: The Infrastructure Challenges Behind Live Video Beyond Earth
Space, the final frontier in live video streaming. Today I want to discuss what it takes to deliver reliable live streaming from space, from early orb…
AI Code Without Governance Is Now a Legal Liability
AI Code Without Governance Is Now a Legal Liability Your engineering team merged 200 pull requests last week. Half of them were written or heavily ass…
Every company I've worked at had the same broken interview process
There's a dirty secret in tech hiring: the people actually doing the interviews have zero tooling. HR has their ATS. Recruiters have their pipelines. …
Beyond Prompt Engineering: The Layers of Modern AI Engineering
How modern AI systems evolve from ideas to verified outputs. TL;DR Modern AI systems are no longer built with prompts alone. They are built through la…