Learn in public

The practice#

Learning in public is the process of sharing what you learn publicly as you go along.

• Adopt a creator mindset. Make, explain, and contribute as you learn. Useful contributions can grow out of work you’re already doing.
• Embrace being a noob. Share small, honest lessons. They don’t need to be perfect. Progress comes through attempts, corrections, and revision.
• Keep curiosity at the center. Follow questions you genuinely care about, and make selected discoveries useful to someone else.

Why it matters#

Understand what you’re learning#

• Explaining sharpens understanding. Turning fragments into a clear explanation forces you to connect ideas and notice what you cannot yet explain.

• Other people expand the picture. Questions, corrections, and different perspectives can reveal gaps and introduce better problems to work on.

“He who works with the door open … occasionally gets clues as to what the world is and what might be important.” Richard Hamming · You and Your Research

Be found through your work#

• Your work can travel farther than you. A public explanation, contribution, or project can reach people beyond your existing circle and remain discoverable while you’re elsewhere.
• Create proof of work. Give people something they can inspect: how you think, what you can do, and which problems interest you.

Increase your surface area for luck#

• Each useful thing you share creates another way for the right person to find you.
• Putting it where interested people gather creates more chances for an unexpected connection, collaboration, or opportunity.

Find your people#

• Give shared interests a signal. Let people recognize something they care about in your work and respond.
• Turn responses into relationships. Ongoing conversations can become peers, collaborators, friendships, and a community where you belong.
• Participate in return. Help with other people’s questions, notice their work, and keep the conversation going.

Build freedom over time#

1. Establish a personal brand. A consistent body of work gives people a sense of your interests, strengths, and judgment—what they can come to you for.
2. Build an audience. People who find your work useful gain a reason to return, trust you, and share it with others.
3. Increase your optionality. More opportunities can begin with someone seeking you out. Your work can open paths to jobs, clients, collaborators, investors, teaching, and products.

How to start#

Make one lesson useful#

• Help an earlier version of yourself. Explain something you recently struggled with, the experiment that clarified it, or the resource you wish you’d found.
• Choose a format that fits the lesson.
  • A blog post, short note, or illustrated explanation
  • A YouTube walkthrough, short video, or demo
  • An open-source tool, example, documentation fix, or contribution

Pick up what they put down#

• Find something new from a person or project you’re sincerely interested in. Use it, study it, or try to reproduce it.
• Improve or extend it: clarify an explanation, make an example, test an idea, or fix a problem.
• Share the useful result with the creator and their community. You have a concrete contribution and someone it can help.

Repeat without getting stuck#

• Share, listen, revise. Put the work where interested people can find it. Answer questions, incorporate corrections, and carry the lesson forward.
• Timebox the work. Decide what “useful enough” means and how much time you and your agents can spend before shipping, reassessing, or stopping.
• Kill your darlings. Let go of projects that no longer deserve your attention. Keep the useful lessons and artifacts; move on when your curiosity or priorities change.

Use AI with judgment#

• Own what you share. When AI makes production easier, show what you tested, understood, and changed your mind about. Explain the decisions you can stand behind.
• Keep reusable working examples. Your future projects—and your agents—can build on things you already know how to do.
• Let learning continue across projects. Building in public and learning in public overlap. A particular project can end while its lessons, relationships, and contributions keep helping you.

Closing#