zifeng peng

zifeng peng

Oct 21

Keep the checks visible — then you approve

#discuss #ai #productivity

1

1 min read

zifeng peng

Oct 21

The missing layer between coding agents

#showdev #ai #productivity #opensource

1 min read

zifeng peng

Oct 20

Keep the final human review

#showdev #opensource #ai #productivity

1 min read

zifeng peng

Oct 20

Most multi-AI chats die in the thread

#productivity #ai #agents

1 min read

zifeng peng

Oct 20

Discuss. Build. Verify. Then approve.

#discuss #ai #productivity

1 min read

zifeng peng

Oct 20

Different minds. One shared project.

#discuss #ai #productivity #opensource

1 min read

zifeng peng

Oct 20

Different minds. One shared project.

#ai #programming #productivity #opensource

1 min read

zifeng peng

Oct 20

Keep the next revision on the same project thread

#discuss #ai #productivity

1 min read

zifeng peng

Oct 20

Your accounts. A shared workspace.

#discuss #ai #productivity #opensource

1 min read

zifeng peng

Oct 20

Download the source. Then decide the next change.

#discuss #ai #productivity #opensource

1 min read

zifeng peng

Oct 20

Check the work. Then decide.

#ai #agents #indiehackers #programming

1 min read

zifeng peng

Oct 20

Bring a checkable brief before anyone fans out into code

#ai #productivity #opensource #indiehackers

1 min read

zifeng peng

Oct 19

Build from a shared goal before anyone fans out tasks

1 min read

zifeng peng

Oct 19

Your accounts. A shared workspace.

#productivity #ai #opensource

1 min read

zifeng peng

Oct 19

Different minds. One shared project.

#discuss #ai #productivity #opensource

1 min read

zifeng peng

Oct 19

Bring a brief. Make it checkable.

#discuss #ai #productivity #opensource

1 min read

zifeng peng

Oct 19

Download the source. Review the hand-off before anything merges.

#discuss #ai #productivity #opensource

1 min read

zifeng peng

Oct 19

Different minds only help when they share one brief

#ai #productivity #opensource #indiehackers

1 min read

zifeng peng

Oct 19

Discuss the trade-offs before anyone writes code

#ai #productivity #opensource #agents

1 min read

zifeng peng

Oct 19

Model usage stays with your accounts — the license is separate

#productivity #ai #indiehackers

1 min read

zifeng peng

Oct 19

Inspect the checks: keep verification separate from the draft

#ai #productivity #opensource

1 min read

zifeng peng

Oct 19

Different minds. One shared project.

#ai #programming #productivity #webdev

1 min read

zifeng peng

Oct 19

Self-improving harnesses still need a human gate before main

#ai #programming #productivity

1 min read

zifeng peng

Oct 18

Different minds on one brief beat one model talking to itself

#opensource #ai #linux #productivity

1 min read

zifeng peng

Oct 18

Discuss. Split. Verify. Then you decide.

#ai #productivity #opensource #indiehackers

1 min read

zifeng peng

Oct 18

Discuss before building. Check before publishing.

#discuss #ai #productivity

1 min read

zifeng peng

Oct 18

Your goal. Your final review — keep publishing an explicit step

#devtools #ai

1 min read

zifeng peng

Oct 18

Different minds on one shared goal beat five clones of the same model

#discuss #ai #productivity

1 min read

zifeng peng

Oct 18

Agents draft fast. They still shouldn't grade their own homework.

#discuss #ai #productivity

1 min read

zifeng peng

Oct 18

Different minds only help if they share one project

1 min read

zifeng peng

Oct 18

More agents don't help if they don't share a goal

#ai #coding #productivity #opensource

1 min read

zifeng peng

Oct 17

Your coding agent shouldn't grade its own homework

#ai #productivity #opensource #devtools

1

2 min read

zifeng peng

Oct 17

PostgreSQL 19's delay shows the new bottleneck: deciding which AI findings matter

#ai #programming #productivity

2 min read

zifeng peng

Oct 17

Vibe coding isn’t the bug — shipping without a disagreement trail is

#ai #indiehackers #productivity

1 min read

zifeng peng

Oct 16

I built a $6/mo BYOK multi-AI debate workspace (not another credit pack)

#ai #buildinpublic #llm #startup

1 min read

DEV Community

Badges

Writing Debut

Currently hacking on

Keep the checks visible — then you approve

The missing layer between coding agents

Keep the final human review

Most multi-AI chats die in the thread

Discuss. Build. Verify. Then approve.

Different minds. One shared project.

Different minds. One shared project.

Keep the next revision on the same project thread

Your accounts. A shared workspace.

Download the source. Then decide the next change.

Check the work. Then decide.

Bring a checkable brief before anyone fans out into code

Build from a shared goal before anyone fans out tasks

Your accounts. A shared workspace.

Different minds. One shared project.

Bring a brief. Make it checkable.

Download the source. Review the hand-off before anything merges.

Different minds only help when they share one brief

Discuss the trade-offs before anyone writes code

Model usage stays with your accounts — the license is separate

Inspect the checks: keep verification separate from the draft

Different minds. One shared project.

Self-improving harnesses still need a human gate before main

Different minds on one brief beat one model talking to itself

Discuss. Split. Verify. Then you decide.

Discuss before building. Check before publishing.

Your goal. Your final review — keep publishing an explicit step

Different minds on one shared goal beat five clones of the same model

Agents draft fast. They still shouldn't grade their own homework.

Different minds only help if they share one project

More agents don't help if they don't share a goal

Your coding agent shouldn't grade its own homework

PostgreSQL 19's delay shows the new bottleneck: deciding which AI findings matter

Vibe coding isn’t the bug — shipping without a disagreement trail is

I built a $6/mo BYOK multi-AI debate workspace (not another credit pack)