Designing Demos That Don’t Lie: A Demo Engineer’s Guide
There’s a special kind of dread that comes from watching a demo you know will never survive first contact with a real codebase. On the surface, it loo…
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Managing The Smarter
Ancient Intelligence Wisdom, Modern AI Debugging The General Doesn't Go to the Battlefield Two thousand years ago, military strategists solved a probl…
Can AI Replace Data Engineers? We Tried It.
We had a slightly reckless idea: what if we let AI do most of our data engineering work? Not "help with a query here and there," but actually build re…
The "Verification Debt": Why AI coding is faster to write but harder to review
We’ve officially crossed the threshold where AI (Claude, Cursor, Copilot) writes more code than we do. But there’s a massive hidden cost emerging: Ver…
When Familiarity Starts Holding You Back
Sometimes growth doesn't stall because you're lazy. It stalls because what once helped you now feels too comfortable. Early in your career, familiarit…
Building for the Next Billion Users: Engineering for Emerging Markets
The next wave of internet users will not come from highly connected urban centers. They will come from emerging markets. From small towns, rural areas…
Your Codebase Is the New Prompt
Chapter 3 Deep-Dive: Your Codebase Is the Interface Companion document to "Software Development in the Agentic Era" By Mike, in collaboration with Cla…
Bank Financial ERP: 20-Module Banking-Grade Enterprise System
WHAT MOST PEOPLE DON'T REALIZE ABOUT BANKING SOFTWARE When people think about software for banks, they usually think about the customer-facing side — …
When Vibe Coding Ships Fast and When It Ships Bugs
Today, it feels like you can vibe code your way through almost anything. I’ve been using these tools since their early days and with nearly two decade…
Why Your Shipping Speed Hasn't Changed Since You Started Using AI
I'm going to be honest with you. Most engineers using AI assistants today are shipping at the same speed as before. They have Cursor. They have Claude…
Invincat: A CLI agent with structured, tiered memory governance for long-term engineering collaboration
https://github.com/dog-qiuqiu/invincat As AI coding assistants enter real-world engineering workflows, the central challenge is shifting from "insuffi…
How SSH Works—and How It Breaks (Part 2): Simulating a Man-in-the-Middle Attack
In this article, we’ll explore how a Man-in-the-Middle (MITM) attack works using a small Docker-based lab. We’ll simulate how an attacker can steal cr…
🕵️♂️ How Computers "Hide" a Minus Sign: The 2's Complement Trick
Ever wondered how a computer stores a negative number? It doesn't have a tiny "minus" symbol inside the hardware. 🤖 Instead, it uses a clever mathemat…
I wrote a CHIP-8 emulator in my own programming language.
The source and repo for the CHIP-8 emulator is here: navid-m / chip8emu Chip8 Emulator chip8emu To build you need the Spectre Programming Language too…
Why We Measure Tickets, Not Problems Prevented
On Second Thought — Episode 05 The dashboard is green. Velocity is up. Burndown is on track. The demo on Friday will be smooth. Production has been qu…
80% of AI Projects in Banks Fail - Here’s Why (And How We Fixed It)
Banks invested billions in AI. Fraud detection. Credit scoring. Customer experience. Risk modeling. The promise was massive. But here’s the uncomforta…
Mythos and Cyber Models: What does it mean for the future of software?
Anthropic Made Its Model Worse On Purpose. Here's What That Tells You About the State of AI Security. In the entire history of commercial AI model rel…
Is AI Changing the Future of Developers? (Spoiler: It’s Not the End It’s the Upgrade)
Log onto Twitter (X) today, and i saw two competing headlines. One says, "Copilot wrote 80% of my code this week — developers are obsolete." The other…
The Dunning-Kruger Effect: Why Your First 6 Months With a Framework Are a Lie
Hi there! I love learning. Who doesn't? I'm a firm believer that learning compounds over time and is the greatest leverage anyone has, in every area o…
Why Mastery Simplifies (And Inexperience Creates Complexity)
The smartest engineers often make things look simpler, not more complex. That can be hard to recognize until you've seen enough bad complexity. A few …
AI slop PRs are ruining code review for everyone
Your pull request queue has gotten out of hand. It was once under control. Now, it's become an unmanageable mess. Each day, you log onto GitHub and se…
How I Built Qualioro — A Software Quality Intelligence Tool
Most teams don’t lack effort — they lack visibility into code quality. That’s something I kept noticing while working on projects. You ship features, …
Every Upgrade Made Sense: How I Over-Engineered My AI Coding Setup
The Question Last week a colleague and I were presenting the AI coding setup we'd built. The full show: fine-grained instruction files, custom agents …
Risk Management for Developers: A 2026 Practitioner Guide"
At 04:09 UTC on July 19, 2024, a single CrowdStrike Falcon sensor update hit production. Within minutes, roughly 8.5 million Windows machines across a…
The High Interest on the AI Loan: Why "Vibe Coding" is a Maintenance Nightmare
The Great Illusion of Technical Egalitarianism Today, everyone—from venture capitalists to liberal arts enthusiasts—is intoxicated by the era of "Vibe…
What cave diving taught me about distributed systems
What cave diving taught me about distributed systems I've been building backend systems for 14 years. I've also spent a decent chunk of the last decad…
Implementing Organizational Operations with Deterministic Architecture
Hiring, evaluation, 1:1s, retrospectives, roadmap decisions, team design, and AI usage often look like different problems. They are not. In practice, …
Port Exhaustion, Context Switching, and Why "HttpClientFactory" Exists (.NET)
Hello there!👋🧔♂️ When .NET apps call other HTTP APIs under load, production often teaches the same lesson in two different voices: cryptic socket err…
Most Real-Time Platforms Don't Fail From Scale. They Fail From Ambiguity
A lot of engineering teams spend time preparing for scale before they prepare for ambiguity. That sounds backward at first, but in practice ambiguity …
Building for the Next 10 Years: The Design Principles of apcore
We’ve reached the end of Volume I of our series. We’ve explored the problems with "Vibe-based" engineering, the rise of the Cognitive Interface, and t…