How I Got Focus Working with Claude Code Using OKRs

I started using Claude Code a few months ago. Within the first week, I shipped more features than in the entire previous month. New API endpoints, refactored components, automated tests - all done in hours instead of days.

The Trap

When building is cheap and fast, everything feels worth building. I'd start the morning planning to fix a critical bug, then midway through ask Claude to "also add dark mode while we're at it." By Friday, I'd shipped eight features nobody asked for and the bug was still there.

Speed without direction is just organized chaos. I was busy every day and making zero progress on what actually mattered.

OKRs as a Filter

The fix was embarrassingly simple: I wrote down what success looked like for the quarter. Three objectives, each with two or three measurable key results. Before asking Claude to build anything, I checked it against my OKRs.

"Does this move a key result?" If yes, build it. If no, write it down for later and move on. That single question eliminated about 70% of the distractions I was creating for myself.

What This Looks Like in Practice

Here's a real example. One of my objectives was: "Make onboarding so smooth that new users reach value in under five minutes." My key results were:

• Reduce time-to-first-OKR from 12 minutes to under 5 minutes

• Increase day-7 retention from 28% to 40%

• Cut support tickets about setup by 50%

When I sat down with Claude Code on Monday morning, I didn't open with "what should we build today?" I opened with "the onboarding wizard drops 40% of users on step three - let's fix that step." Specific prompt. Specific outcome. Directly tied to a key result.

Better Prompts, Better Output

Something unexpected happened. My prompts to Claude got better. Instead of vague requests like "improve the dashboard," I was writing things like "reduce the number of clicks to view OKR progress from four to one, because our day-7 retention depends on users seeing value fast."

Constraints produce better work - for humans and for AI. When Claude knows the goal behind the task, it makes smarter tradeoffs. When I know the goal, I stop asking for things I don't need.

Weekly Check-Ins Keep It Honest

Every Friday I spend ten minutes updating my key results. Did the numbers move? What worked? What didn't? This prevents the slow drift back into building whatever feels exciting instead of what matters.

Some weeks the numbers don't move at all. That's useful information too. It means I either worked on the wrong things or the approach needs to change. Without the check-in, I wouldn't notice until quarter-end.

The Takeaway

AI coding agents are a multiplier. They multiply your output - but also your mistakes. If you're pointed in the wrong direction, you'll get there faster than ever.

OKRs give you the direction. They turn "I can build anything" from a source of distraction into a genuine advantage. Write down what matters, check your work against it, and let the AI handle the rest.