ONLINE · BUILDING IN PUBLIC

Useful software,
with a trail.

I’m Lifan, a staff engineer who builds local-first products, agent systems, and the evaluation loops that make them trustworthy.

CLASS: BUILDERALIGNMENT: HUMAN-IN-THE-LOOP
CHARACTER CARDLV. 34
Pixel-art portrait of Lifan in a coding study
LIFANAgent systems · local-first tools
HP100
STR 08WIS 16DEX 14CHA 12
BUILD SIGNAL

Evidence → local control → human review → shipped artifact.

PARTY ROSTER / 003

Build with a
small party.

Every project brings a different companion: a stubborn problem, a useful constraint, and a clearer route home.

01 BUILDER02 FAMILIAR03 EVALUATOR
Pixel-art party: a builder adventurer, flying pig familiar, and fox rune mage

QUEST LOG / 001

Things I’ve shipped
and shaped.

All repositories

JOURNAL / FIELD NOTES

What I’m learning
on the way.

Open the journal
PRODUCT NOTE

Building a free, open-source tracker for credit-card benefits

A case study in reminders, evidence, and keeping account data out of the product.

COMMUNITY NOTES

Show HN: mychart-cli

What changed after putting a privacy-first export tool in front of a technical audience.

PARTY NOTES / 002

A repeatable loop
beats a lucky demo.

Turn the goal into a check. Inspect failures and evidence. Improve the system. Run the check again before shipping. The point is software that leaves a useful trail for the next person.

source→build→evaluate→inspect→improve→ship