Best Practices on Bruce on AI Engineering

OpenClaw Pitfalls: 15 Automation Mistakes and Fixes

Fri, 06 Mar 2026 09:00:00 +0800

You installed OpenClaw. You added Tavily search, proactive-agent, and a handful of community skills. Everything looked amazing for the first 48 hours.

Then things started breaking. Your agent hallucinated an entire research report because the search API key expired silently. Your monthly API bill hit $200 because Opus was handling heartbeat checks. A skill you installed from ClawHub had unrestricted shell access and started modifying files outside your workspace.

CLAUDE.md Best Practices: Write Files That Actually Work

Tue, 03 Mar 2026 19:00:00 +0800

Most CLAUDE.md files are bad. They’re either empty, stuffed with 500 lines of auto-generated boilerplate, or full of vague instructions like “write clean code” that Claude already tries to do by default.

A well-written CLAUDE.md transforms Claude Code from a generic assistant into a team member who knows your stack, follows your conventions, and avoids your project’s specific pitfalls. A bad one wastes context tokens and gives you a false sense of control.

Vibe Coding Explained: What It Is and How to Do It Right

Tue, 03 Mar 2026 10:00:00 +0800

In February 2025, Andrej Karpathy — OpenAI co-founder and former Tesla AI director — posted this on X:

“There’s a new kind of coding I call ‘vibe coding’, where you fully give in to the vibes, embrace exponentials, and forget that the code even exists.”

That single post defined a movement. “Vibe coding” became the Collins Dictionary Word of the Year 2025, entered Merriam-Webster, and sparked the most heated debate in software engineering since “should we use tabs or spaces?”

CLAUDE.md Guide: Give AI Perfect Project Context Every Time

Sat, 28 Feb 2026 08:00:00 +0800

Every time you start a new Claude Code session, you repeat the same things: “We use pnpm, not npm.” “Follow ESLint rules.” “Commit messages in conventional format.” “This is a Next.js 15 project with TypeScript.”

Day after day. Session after session.

CLAUDE.md fixes this permanently. It’s a plain Markdown file that Claude Code reads automatically at the start of every session. Write your project context once, and Claude follows it forever — no reminders needed.

10 Claude Code Mistakes Beginners Make (And How to Fix Them)

Wed, 25 Feb 2026 14:00:00 +0800

Claude Code is the most capable AI coding tool available. It’s also one of the easiest to use badly.

I’ve watched dozens of developers adopt Claude Code — myself included — and the same mistakes come up again and again. Developers who fix these issues typically see a 5–10x improvement in output quality and a 50%+ reduction in token costs.

OpenClaw Automation Pitfalls: Installing 3 Skills Is Not Enough

Sat, 14 Feb 2026 07:32:00 +0800

You have probably seen this recommendation floating around in every OpenClaw community:

clawdhub install tavily-search
clawdhub install find-skills
clawdhub install proactive-agent # formerly proactive-agent-1-2-4, renamed

Important update (2026-02): Many tutorials still reference clawhub install proactive-agent-1-2-4. Two things to watch out for:

CLI name: The correct tool is clawdhub (with a “d”), not clawhub. Install it via npm i -g clawdhub. It is the official CLI for ClawHub.

Skill rename: proactive-agent-1-2-4 no longer exists on ClawHub. The author halthelobster has renamed it to proactive-agent (currently v3.1.0). Running the old install command will return a “Skill not found” error. Use clawdhub install proactive-agent instead.

“Give your agent eyes, a toolbox, and initiative — experience takes off.”

Cursor Agent Best Practices: The Complete Guide to AI Coding

Mon, 19 Jan 2026 16:33:00 +0800

As AI coding assistants evolve rapidly, knowing how to collaborate effectively with an AI Agent has become an essential developer skill. Cursor recently published an official best practices guide for Agent-based coding, and this article breaks down every key insight so you can get the most out of your AI pair programmer.

How the Cursor Agent Works

Before diving into techniques, it helps to understand the Agent’s core architecture. The system consists of three components:

Claude Code Best Practices: 5 Tips from the Founder

Tue, 06 Jan 2026 18:00:00 +0800

The founder of Claude Code recently shared a handful of practical tips on X. These aren’t polished documentation — they’re hard-won lessons from daily use. Every one of them resonated with my own experience, so let me break them down.

1. Run Multiple Agents in Parallel

The idea: open multiple terminals, each running its own Claude Code instance, working on different tasks simultaneously.