Team Management

What Is Loop Engineering? The New Meta for AI Coding Agents

What Exactly Is Loop Engineering? Loop Engineering is the practice of designing, optimizing, and governing the feedback loops that AI agents use to co…

Why the Fable 5 Crisis Proves Your AI Context Layer Can't Live Inside the Model

Rent the Intelligence, Own the Memory On Friday, a single government letter pulled a frontier AI model off the internet for everyone. The Commerce Dep…

Stop prompting. Start shipping._

I built zot.im — an open-source autonomous coding agent. No chat box. No constant prompting. No babysitting. Brief it once, and it runs the loop: plan…

I built a desktop app to run every AI coding tool in one place

The problem: too many AI tools, no home If you build with AI today, your setup probably looks like mine did: Claude in one window, Codex in another, a…

Writers Who Use AI Without a Harness Are One Published Article From Disaster

Writers Who Use AI Without a Harness Are One Published Article From Disaster AI can be tremendously helpful, or can drive you right into Disaster Chas…

AI Security Scanning Tools in 2026: Snyk vs Semgrep vs OX Security — Real False-Positive Rates Tested

AI Security Scanning Tools in 2026: Snyk vs Semgrep vs OX Security — Real False-Positive Rates Tested If you're still manually reviewing security scan…

How to Use Multiple Prettier Plugins for Consistent Code Formatting ?

Incorporating Multiple Prettier Plugins I've sat in code reviews where a perfectly decent PR stayed open for two days. Tests green. Logic sound. But s…

Cursor Developer Habits Report 2026: Why AI Coding Needs Governance Infrastructure

Cursor's Developer Habits Report is one of the clearest signals yet that AI coding has crossed from individual productivity into software-delivery inf…

From Syntax to Strategy: What AI-Native Development Means for Student Developers

Not too long ago, learning software engineering meant spending your first two years of university memorizing syntax, fighting missing semicolons, and …

AI Coding Agents in 2026: From Pair Programming to Autonomous Teams

AI Coding Agents in 2026: From Pair Programming to Autonomous Teams Slug: ai-coding-agents-2026-stack-comparison 1. The Three Categories That Actually…

Why I Stop Sorting and Start Heaping: A Practical Guide to Priority Queues

Why I Stop Sorting and Start Heaping: A Practical Guide to Priority Queues Quick context (why you're writing this) I was grinding through LeetCode’s “…

The AI Memory Problem Is a Team Problem (And Nobody's Talking About It)

The individual AI memory problem is solved. claude-mem has 1,840 commits and 109 contributors. MemPalace stores every conversation verbatim with seman…

Tell me which LLM and cloud base suitable for creating agentic coding AI. it's all coverup the BMDA like 1. Business Understanding 2. Model / Architecture Design 3. Agile Development 4. Deployment & Monitoring

Your AI Coding ROI Is Disappearing and Your Dashboard Won't Tell You

Your AI Coding ROI Is Disappearing and Your Dashboard Won't Tell You The dashboard looks great. The delivery numbers don't. Your AI coding dashboard l…

young-colleague-job-worries

I was recently approached by a young colleague who had read my article What "100% of Our Code Is Written by AI" Actually Means . Their significant oth…

Building a GamepadTester: A Developer’s Perspective on Reading Controller Input in the Browser

From a developer’s standpoint, creating a gamepad tester isn’t just about visualizing button presses — it’s about understanding how hardware communica…

Codex Team Usage SOP

A Team SOP for Using Codex, OpenSpec, and Superpowers 1. Purpose This SOP defines how a team should use Codex, OpenSpec, and Superpowers for requireme…

Bugs and Slop. What’s in a Name?

Before I broke into software engineering, I spent a decade in retail management. It was high-stress, fast-moving, and punishing. If a metric slipped, …

I Ran My Local, NOT AI, AI Code Auditor on Its Own Source Code

I Ran My AI Code Auditor on Its Own Source Code Auditing the Auditor I spent the last day pointing DriftCode Auditor at its own source code — both the…

Your trycatch sucks - lets fix it

You're not handling errors. You're hiding them. Every app crashes. Every API fails. Every database hiccups at 2am on a Friday. The difference between …

I built a free mobile-friendly code error checker — PasteCheck

I got frustrated constantly copy-pasting broken code into AI and getting inconsistent results. So I built PasteCheck. You paste JavaScript, Python or …

RAII in C: Automating Resource Management with GCC Attributes

Memory leaks are one of the oldest and most persistent bugs in C. But what if C could clean up resources automatically when variables leave scope — th…

What "100% of Our Code Is Written by AI" Actually Means

What "100% of Our Code Is Written by AI" Actually Means The misunderstood statement that's driving bad investment decisions, unrealistic hiring plans,…

SaaSpocalypse? Real. SaaS Is Dead? SaaSinine.

"SaaSpocalypse"? Real. "SaaS Is Dead"? SaaSinine. $300 billion vanished from software stocks in a week. The market is panicking about the wrong thing.…

When AI Stops Writing Code for Humans

When AI Stops Writing Code for Humans My predicted shift from human-readable to machine-native code, and what it means for every language you've ever …

The Best AI Engineers Are Product Managers

The Best AI Engineers Are Product Managers Why the skills that make great PMs are the same skills that unlock AI productivity You hired a brilliant en…

Why I Created Spec Kitty

Spec Kitty is a SDD framework for agentic coding and governance , especially well suited for serious software teams. A few months into building a real…

I Built a Free Browser Game That Teaches Kids to Code in Python

My 10-year-old couldn't sit through a Python tutorial. So I turned it into a dungeon crawler. Last year, I tried teaching my kid to code. We started w…

The Irony of AI Development: How Context Engineering Is Taking Us Back to Waterfall

The Irony of AI Development: How Context Engineering Is Taking Us Back to Waterfall And Why That's Not Necessarily a Bad Thing For three decades, the …

How to un-bug your application

It's probably a professional bias, but I notice bugs A LOT . And often they prevent me from using some software. Last week, I wanted to shop for some …