Tips and tricks

If you want to work like a high-level engineer (or scale your productivity as a solo dev), this framework acts like an operating system for decision-making, execution, and iteration.

🔹 1. Plan Node Default

Before jumping into code:

• Enter planning mode for any non-trivial task (3+ steps or architecture involved)
• If something breaks → stop and re-plan immediately
• Use planning to validate direction, not just to “prepare”
• Write detailed specs upfront to reduce ambiguity

👉 Key idea: Think first, code second.

🔹 2. Subagent Strategy

Break complexity into smaller units:

• Delegate research, exploration, and parallel analysis
• Use one focused responsibility per “subagent”
• Scale effort by distributing thinking, not just execution

👉 Key idea: Divide cognitive load, not just tasks.

🔹 3. Self-Improvement Loop

Turn mistakes into permanent upgrades:

• After every correction → update your internal “rules”
• Identify patterns behind mistakes
• Iterate until the error rate drops significantly
• Review lessons at the start of future sessions

👉 Key idea: Don’t just fix bugs—fix the thinking that caused them.

🔹 4. Verification Before Done

Never assume it works:

• Don’t mark anything complete without proof
• Compare behavior before vs after changes
• Ask yourself: “Would a senior engineer approve this?”
• Run tests, inspect logs, validate outcomes

👉 Key idea: Done = proven, not assumed.

🔹 5. Demand Elegance (Balanced)

Push for better solutions—but intelligently:

• Ask: “Is there a more elegant way?”
• If a fix feels hacky → rethink it
• Avoid over-engineering simple problems
• Challenge your own implementation before presenting it

👉 Key idea: Optimize for clarity and maintainability.

🔹 6. Autonomous Bug Fixing

Own the problem end-to-end:

• When given a bug → fix it, don’t wait for guidance
• Use logs, errors, and failing tests as your map
• Minimize context switching for others
• Handle CI failures independently

👉 Key idea: Be the person who resolves, not escalates.

📋 Task Management Workflow

A simple execution loop:

1. Plan First → Define tasks in a checklist
2. Verify Plan → Validate before starting
3. Track Progress → Mark items as complete
4. Explain Changes → Summarize what changed
5. Document Results → Capture outcomes
6. Capture Lessons → Improve future execution

⚙️ Core Principles

✔️ Simplicity First

• Keep solutions minimal and effective
• Reduce unnecessary complexity
• Aim for clarity over cleverness

👉 The best solution is often the simplest one that works reliably.

🚀 Final Thought

This isn’t just about coding—it’s about how you think while building.

Engineers who follow systems like this:

• Make fewer mistakes
• Move faster over time
• Build scalable, maintainable solutions