Jingjing
jignjing.bsky.social
Jingjing
@jignjing.bsky.social
once researcher and engineer, and retired to live more lives
At the same time, people need to follow a common recipe so to carry forward the knowledge of predecessors. The hard part is sprinkling in the right amount of the learner's own strengths (data and representation) into that recipe.
October 7, 2025 at 8:55 AM
memory can also be considered as the project "state"
September 29, 2025 at 6:30 PM
leisure ai coding rate 3/5;
enterprise coding rate 1/5.
September 29, 2025 at 12:32 AM
I also tried a few popular AI coding integration, so I don’t need to handle infra and basicS. My experience with bolt (.new) and Replit fall short, as the agent is stuck with simple issues (image handle, db errors) which already cost the simple entry plan credit.
September 29, 2025 at 12:32 AM
AI Coding feels like a wild horse, it can leap ahead or throw you off the saddle.

The next most valuable improvement is engineering structured memory. Humans/Teams have diversity, so should projects.
September 29, 2025 at 12:32 AM
What’s really annoying?
- unable to memorize the common patterns across projects
- thinking too long
- lying
- inconsistent changes (even reverting previous edit)
September 29, 2025 at 12:32 AM
The speed from idea to a prototype is so greatly reduced that I cannot wait to implement so many ideas, iterate cheaply and rapidly and pick the winner based on reality rather than cloud in my head.
May 19, 2025 at 11:53 PM
I tried to learn nextjs and all these newest website framework two years and really struggled with how to format it well and make it responsive etc. simply because I don't know where to start, I can imagine this helps me greatly if I were to start a one-person company one day.
May 19, 2025 at 11:50 PM