Beyond the Resume: Why Every Tech Professional Needs a Portfolio
Why Every Tech Professional Should Have a Portfolio Today, I want to talk about something that can make a huge difference in your career: your portfol…
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Your Docs Are Doing Your Marketing Now (Whether You Like It Or Not)
TL;DR - Nobody has one AI visibility number. You have six (one per model), and they disagree — a cloud infra company we audited scored 33% on ChatGPT/…
I Reviewed 10 AI Startup Documentation Sites. Here Are the 7 Mistakes I Kept Seeing.
Documentation is often the first product a developer experiences. Before they see your architecture, your engineering culture, or your code quality, t…
GitHub Copilot Is Rewriting How You Think About Database Design — And Not in a Good Way
You're staring at a Rails schema with 47 tables. The foreign key relationships are a bowl of spaghetti — timestamps everywhere, no documentation, and …
Claude Code Is Writing Your Godot Games — Here's the Hidden Cost Nobody Talks About
The title screen looks perfect. Claude Code generated the scene transitions, the viewport adjustments, the UI anchoring — everything the Qiita tutoria…
When the agent codes in seconds, CI becomes the slow neighbour
Last week I caught myself doing something embarrassing. I asked an agent to scaffold a small handler, watched it return a tidy diff in roughly the tim…
The Rule Hierarchy Trap: How AI Agent Meta-Patterns Are Quietly Eating Your Team's Cognitive Budget
Your terminal is full of red. Three different AI agents are running in production, each with their own rule set, and none of them agree on what "user …
Claude Code in Production: The Guardrails Nobody Talks About (Until Something Leaks)
Your Claude Code session just spit out a perfect PR description, refactored three services, and drafted commit messages for the entire sprint. Clean. …
The Only API Documentation Template Your Team Actually Needs
Last week, I watched a senior dev spend 45 minutes just trying to figure out if an API endpoint was deprecated or not. He had to dig through Slack thr…
The Context Gap Killing Your AI Coding Sessions: Why Your Assistant Doesn't Know What You're Looking At
You're SSH'd into a production server at 2 AM. Error logs are scrolling. Your AI assistant is right there in your editor — but it has no idea what's h…
The Security Hole in Your AI-Generated Code That Nobody Talks About
Your AI assistant just wrote 400 lines of authentication middleware. It looks clean. It passes lint. Your PR reviewer approved it in 8 minutes because…
Stop Reading Documentation. Start Reading GitHub Issues.
Reading the docs isn't enough. The most valuable developer feedback lives inside GitHub issues, bug reports, and feature discussions. In this article,…
Claude Code Model Switching: The Verification Notes That Could Save You $200/Month
Your Claude Code bill hit $340 this month. You switched to Sonnet 4 because everyone said it was faster. But nobody posted the actual numbers. A devel…
Why Codex's Context Compression Breaks at Scale — A Deep Dive Into the Silent Memory Leak
You're six hours into debugging a production issue. The trace points to line 847 in order_processor.rs , but you need to see how the state flowed from…
AWS MCP Server Just Gave AI Agents Your Cloud Keys — Here's Why That Should Worry You
You're reviewing your AWS bill. $14,000 this month — up from the usual $3,200. You trace it back to a Copilot session from last Tuesday where a dev as…
The Internet Career Nobody Talks About Enough: What Is DevRel?
What Is DevRel? Most people discover DevRel by accident. You just start helping people online. Writing tutorials. Organizing meetups. Explaining techn…
Checkbox theater: how I stopped trusting my AI agent to run the checks
For context: in the previous piece , I worked through a five-dimension review framework for documentation, covering clarity, readability, style, compl…
How I audit and prune unused Sanity document types to reclaim Studio performance
Why Studio performance degrades over time After two years on a client project, their Sanity Studio was loading 840 kB of JavaScript just to render the…