has turn out to be the one handiest method for me to unravel issues. Most issues I encounter at work will be solved successfully by using brokers. That is in distinction to manually fixing duties or coding up an answer your self.
On this article, I’ll give a high-level overview of how I method issues and remedy them utilizing Claude Code. As an engineer, you’re primarily an issue solver. Your job must be one thing like:
- Uncover and determine an important issues to unravel
- Provide you with an answer to the issue
- Execute
And this doesn’t simply apply to programming duties. It additionally applies to duties in advertising and marketing, gross sales, and buyer administration. I do know this as a result of that is what I do each single day at work as a Information Science Lead of a series-A funded startup.
Why you must remedy issues with Claude Code
I all the time suppose it’s vital to know why you do one thing. Should you take any engineering main at college, it is a mindset they’ll instill in you.
At all times perceive the why of what you’re doing
You must remedy issues with Claude Code just because it’s often the best technique to remedy an issue. Now, in fact, you need to use Claude Code alternate options, resembling Cursor, although I’ll consult with Claude Code all through this text, as a result of it’s the device I take advantage of.
Nevertheless, Claude Code isn’t solely efficient in step 3 of the problem-solving course of (executing on the answer). It’s additionally efficient in discovering and figuring out issues, together with how vital they’re. It’s additionally tremendous efficient at arising with options to the issues you’ve found.
You possibly can, for instance, uncover vital issues by:
- Having Claude analyze manufacturing logs and inform you of any points
- Give Claude entry to your CRM system to scrub up and notify you of an important areas to give attention to
- Give Claude entry to all of your social media posts and their efficiency, to investigate what works and what doesn’t
After discovering points like those listed under, it’s vital to prioritize them. One of many easiest instruments for that is the worth effort graph.
You merely listing all issues to unravel on a 2D graph, with the axes being the worth you get from fixing the issue and the hassle required to unravel the issue. After doing this, you merely decide the issues which have the best worth, relative to the hassle required to unravel them.
Easy methods to Apply Claude Code to find and remedy issues
On this part, I’ll undergo the three steps of the problem-solving course of, which I highlighted earlier: determine and prioritize issues, provide you with an answer to the issue, and execute on the answer.
To maintain the article organized, I’ll have one subsection per step of the problem-solving course of.
Step 1: Uncover and prioritize issues
Earlier within the article, I highlighted some particular methods to find vital issues with Claude Code.
I feel an important issue to find vital issues to unravel is:
Give Claude Code entry to all the knowledge you’ve entry to
Should you don’t give your coding brokers this entry, you merely can’t count on them to carry out effectively. You possibly can think about in case you needed to remedy a manufacturing bug with out being allowed to have a look at the logs. After all, you wouldn’t have the ability to remedy it, since you can not perceive what the issue is, with out wanting on the logs.
Thus, make certain your coding agent has entry to all related assets:
- Challenge administration instruments like Linear
- Notes from Notion
- Log teams in AWS
- GitHub to have a look at commits
- Browser entry to breed points
And doubtless many extra platforms. The purpose is: in case you use the platform to unravel an issue, you must give your coding brokers entry as effectively.
Step 2: Arising with options to issues
Okay, at this level, you’ve carried out the toughest half: You’ve recognized an vital drawback it’s essential remedy. In software program engineering, we regularly say that:
Discovering the bug, why it occurs, and reproducing it’s the hardest half. Fixing it from there may be straightforward
So in case you’ve gotten right here, try to be excited that you simply solely have the easy half but. After all, the way you provide you with an answer relies upon loads on the issue you’re making an attempt to unravel.
If it’s a manufacturing bug, you possibly can usually simply immediate Claude Code with:
Downside X is occurring in location Y. I consider it’s due to Z. Take a look at the CloudWatch log teams †o perceive why the issue is occurring, and provide you with a plan to unravel it
That is sufficient for over 50% of the issues I work with, and it really works effectively to unravel manufacturing bugs and implement easy options. If the issue is a little more difficult, you usually have to iterate a number of occasions on the plan Claude Code creates for you, learn totally by it, and ensure all the pieces appears right. This all ties again to common strategies and approaches I’ve beforehand mentioned to get essentially the most out of Claude Code.
For different issues, you may have to immediate Claude Code in a different way, or make certain it has entry to the proper instruments. Should you’re, for instance, analyzing your CRM device, you’ll want to supply API entry to the device and supply Claude Code with all of the entry it wants.
Basically, I urge you to be liberal with the entry you present your coding agent, as a result of with out correct entry, it merely can not remedy issues for you. That is precisely the identical as in case you had been to ask people to unravel an issue. In the event that they don’t have entry to the proper platforms and instruments, you can’t count on them to be good drawback solvers.
Nonetheless, nevertheless, you must in fact make certain the agent can not carry out any harmful actions. Should you’re giving it AWS entry, for instance, you must in all probability log in with Viewer entry solely, as a substitute of an admin consumer. Basically, you possibly can merely comply with good safety practices.
Step 3: Executing on options
The final a part of the problem-solving course of is to execute the answer. Should you’ve provide you with an excellent plan with Claude Code, you possibly can merely inform it to execute on its plan.
Once more, this works for a majority of the issues I apply Claude Code to. It’s gotten so good that it one-shots the answer.
Nevertheless, I nonetheless encounter extra advanced issues the place this doesn’t work. Typically it’s essential iterate a number of occasions with Claude Code. For instance, once I create advertising and marketing materials resembling:
- Scripts for webinars
- PDF carousels for LinkedIn
- Posters
I usually have the agent make an preliminary design and begin reviewing and iterating on it. Basically, it is a nice approach when engaged on advanced issues. Provide you with an honest preliminary resolution, take a look at it, evaluate what works and what doesn’t, and iterate. By merely repeating this just a few occasions, you’ll often find yourself with an amazing resolution.
Conclusion
On this article, I’ve mentioned how I apply Claude Code to unravel issues. Basically, my mindset is that every time I encounter a brand new drawback, I feel: “How can I apply Claude Code to unravel this drawback for me. Lots of occasions, you’ll understand that you could remedy an issue with a easy immediate. Different occasions, it requires extra iterations, both to find the suitable issues, prioritize the issues, create a plan to unravel the issue, or to execute on the issue. Basically, I strongly urge you to have the mindset of iteration in place, the place you begin off with an honest resolution, and iterate on it till you’re proud of it. Most issues don’t require an ideal resolution.
👉 My free eBook and Webinar:
🚀 10x Your Engineering with LLMs (Free 3-Day E mail Course)
📚 Get my free Imaginative and prescient Language Fashions book
💻 My webinar on Imaginative and prescient Language Fashions
👉 Discover me on socials:
💌 Substack
