
Cognitive Debt: The Case for Retyping AI-Generated Code
Accepting AI code you never really read builds a quieter kind of debt — in your own head. Retyping it by hand is a surprisingly powerful fix.
17 posts on developer tools from the HelloBuilder blog.

Accepting AI code you never really read builds a quieter kind of debt — in your own head. Retyping it by hand is a surprisingly powerful fix.

AI was supposed to level the playing field. In practice it does the opposite — it amplifies what you already know. Here is why, and what to do about it.

Most agents ace their test suite and then fall apart with real users. Here is why the gap exists and how to close it.

The 10x AI developer is mostly a myth. The real number is closer to 10% — and understanding why makes you far more effective.

AI writes code faster than ever, but every unreviewed line is a loan. Here is how to keep the technical debt from catching up with you.

A wave of open-source "skills" is turning general coding agents into specialists. Here is why the skill layer is the next thing worth learning.

A tester broke a vibe-coded chat app in 30 minutes. Here are the flaws to avoid and the pre-ship checklist every builder needs.

A solo iOS engineer built a 3D game almost entirely with Claude Code and won Vibejam 2026. Here is the playbook.

Why disciplined, tightly-supervised AI coding beats autonomy — and the provenance and profiling tools that make it practical.

A developer used Claude Code to second-guess his MRI. The medical claims need skepticism — but the agentic workflow is a blueprint worth stealing.

6,000 prompt-injection attempts, one secret file, zero leaks. The real lessons aren't about the model — they're about everything around it.

Running one AI agent is easy. Running a fleet safely is the frontier. A practical guide to gated pipelines and orchestration.

Stop re-explaining your project every session. How persistent memory tools give AI coding agents durable context across sessions.

Designing agent loops is good advice, but a loop that runs forever is not a product. How to build agents that ship outcomes, not activity.

An autonomous AI agent ran up a $6,500 cloud bill in 24 hours. Here are the guardrails every builder needs before handing an agent the keys.

Replit is building financial rails for vibe coders while day traders use Claude to build trading bots. The hobby is becoming an industry.

DeepSeek V4 Pro outscored GPT-5.5 Pro 38-33 on precision tasks. Here is what that means for AI builders picking their daily driver.