When AI Agents Go Rogue: The Uncomfortable Truth About Agentic Coding Tools
The AI agent was supposed to clear the cache. Instead, it wiped the entire drive. In early December 2025, a developer using Google's Antigravity—the…
Category: Development
The Unexpected Virtue of Micromanaging Your AI Coding Agents
There's a piece of management wisdom drilled into every manager's head: micromanaging a team is toxic.
Agentic Coding Tools Explained: Complete Setup Guide for Claude Code, Aider, and CLI-Based AI Development
For decades, coding assistants have been incremental improvements: autocomplete on steroids, glorified Stack Overflow search engines, chat windows that…
The Art of Building AI Agent Tools: How MCP is Reshaping Software Development
For the past two years, the AI industry has been obsessed with model capabilities—bigger context windows, better reasoning, multimodal understanding.
From Alchemy to Architecture: The Evolution of Prompt Engineering
In 1779, the world's first major iron bridge opened over the River Severn in Shropshire, England. Its architect, Thomas Farnolls Pritchard, and builder…
Vibe coding is broken. Could Controlled Natural Language – CNL – save it?
Six months ago, “ vibe coding ” was supposed to change everything. Tell the AI what you want, sit back, and watch it generate working software.
The Rise of Agentic Vibe Coding: How Replit Agent 3 is Redefining Software Development
When AI researcher Andrej Karpathy floated the phrase “ vibe coding ” in a 2025 tweet, describing a style of programming where you “give in to the vibes”…
Meet the “Superhero Janitors”: Vibe Coding Cleanup Specialists Cleaning Up AI’s Coding Disasters
When Andrej Karpathy, OpenAI co-founder and former Tesla AI director, coined the term "vibe coding" in February 2025 , describing it as a process where…
The New Unit Test: How LLM Evals Are Redefining Quality Assurance
Picture this: you've written a function that calculates the square root of a number. Feed it the input 16, and you'll get 4 back every single…
Prompt sets are the new PRDs: How AI is fundamentally rewiring product development
The humble Product Requirements Document (PRD) has been the backbone of software development for decades.