Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

There are more than a hundred and five thousand subscriptions. I don't know if there wi...

There are more than a hundred and five thousand subscriptions. I don't know if there will be any surprises when I wake up. I often write in advance to celebrate the 5k subscript...

May 19, 2026 · 2 min read

There are more than a hundred and five thousand subscriptions.

I don't know if there will be any surprises when I wake up.

I often write in advance to celebrate the 5k subscription without following the usual rules.

Haha,🎆 my main business is an AI architect and a co-creation of a fireworks AI community.

Since 23, I have accumulated about 40 vertical AI communities.

Everyone is purely a free community.

Basically, they are R&D, product and entrepreneurs and industry leaders.

You are also welcome to join the group.

You can register information here.

I will invite you to join the group.

(Effective for a long time) Although the X algorithm will occasionally be mistakenly killed, it is undeniable that the algorithm on X is fair.

Before that, I tried it on the public account, Xiaohongshu and TikTok for quite a long time from the media, and it was also the same output.

In the end, there was still more positive feedback on X, and other platforms were difficult to say.

Strive to achieve 10,000 powder this year.

Thank you for subscribing to my friends and keep exporting more dried goods in the future!

However, it is equivalent to the harvest of X.

The biggest surprise is that the previous open source fireworks-tech-graph is almost 7k stars.

Relying on the liking and forwarding of many big shots such as Shen Yao, basically relying on the spread of the X platform, but also merged a lot of PR.

I basically did not publicize this project in the domestic self-media, completely relying on tap water recommendations.

I was very lucky to feel that the project was open source after the traffic blessing.

However, the traffic came and went quickly.

My heart was also relatively calm.

There were about 20 open source projects in big and small.

Because I was too lazy to promote them, I basically used them myself.

There were a few harness-related skills that were really good.

You can check them out.

There is always one you like.

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Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoverscoverscoverssignalssignalssignalssignalssignalsFORMATlongform noteTOPICharness engineeringTOPICai workbenchesTOPICtechnical distributionCAPABILITYharness engineeringCAPABILITYAI-native workbenchCAPABILITYtechnical writingCAPABILITYproduct surfaceCAPABILITYtechnical distributionMARKETopen-source builders
Mermaid outline
flowchart LR
  format-long_post["longform note"]
  topic-harness-engineering["harness engineering"]
  topic-ai-workbenches["ai workbenches"]
  topic-technical-distribution["technical distribution"]
  capability-harness-engineering["harness engineering"]
  capability-ai-native-workbench["AI-native workbench"]
  capability-technical-writing["technical writing"]
  capability-product-surface["product surface"]
  capability-technical-distribution["technical distribution"]
  market-open-source-builders["open-source builders"]
  format-long_post -->|covers| topic-harness-engineering
  format-long_post -->|covers| topic-ai-workbenches
  format-long_post -->|covers| topic-technical-distribution
  format-long_post -->|signals| capability-harness-engineering
  format-long_post -->|signals| capability-ai-native-workbench
  format-long_post -->|signals| capability-technical-writing
  format-long_post -->|signals| capability-product-surface
  format-long_post -->|signals| capability-technical-distribution

Visual structure

Essay structure map

Built from summary and key paragraph positions

There are more than a hundred and five thousand subscriptions. I don't know if there...THESISThere are more than ahundred and fivethousandsubscriptions. I don'tSIGNALThere are more than ahundred and fivethousandsubscriptions.OPERATORStrive to achieve10,000 powder thisyear.IMPLICATIONThere is always oneyou like.
Mermaid outline
flowchart LR
  thesis["There are more than a hundred and five thousand subscriptions. I don't know if there will be any surprises..."]
  signal["There are more than a hundred and five thousand subscriptions."]
  operator["Strive to achieve 10,000 powder this year."]
  implication["There is always one you like."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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