Share the artifact, not the image

The useful unit of learning in public is the artifact: a small tool, a write-up of a mistake, a checklist that survived contact with reality. These help the next person with the same problem. Metrics, announcements and personal branding help almost no one and quietly distort what you choose to work on.

A useful test: would you publish this if it got zero views? If yes, it is probably sharing. If no, it is probably performing.

Example scenario: a failed experiment

Example scenario: you spend a weekend on an approach that does not work. Writing up why it failed — the assumption that broke, the measurement that revealed it — takes an hour and is more valuable to readers than another success story, because failures are underreported and everyone else's roadmap is full of the same traps.

This is an illustrative scenario, not a description of a specific published post.

Visibility has a real cost

Public work invites correction, which is the point, but it also invites drive-by criticism of half-finished ideas. The trade-off is accepting some noise in exchange for the corrections that actually improve your thinking. Publishing less frequently but more completely filters most of the noise.

A short sharing checklist

Publish artifacts that would help your past self; include what did not work; separate facts from opinions explicitly; avoid numbers you cannot verify; and revisit old posts when your understanding changes instead of deleting them silently.

Source: A runnable open-source example: EnvDoctor

Source: Related: a portfolio that proves work