Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

This Thursday night at 20:00, the third episode of "Fireworks Night Talk" begins! This...

This Thursday night at 20:00, the third episode of "Fireworks Night Talk" begins! This time the conference will focus on two topics: OpenAI GPT-5 actual measurement experience a...

August 13, 2025 · 1 min read

This Thursday night at 20:00, the third episode of "Fireworks Night Talk" begins! This...
Figure 1 / source image

This Thursday night at 20:00, the third episode of "Fireworks Night Talk" begins!

This time the conference will focus on two topics: OpenAI GPT-5 actual measurement experience and Huaban Reading DEMO SHOW.

Petal Reading is a book list and note management tool built by PlayWithAI, the founder of the Fireworks AI community.

He will share his construction ideas and bottlenecks encountered.

Interested friends can scan the QR code to make an appointment for the Feishu meeting, and let’s chat together on Thursday.

In addition, DEMO SHOW is a public demonstration channel (including online/offline activities) we have prepared for developers of the Yiyi Fireworks AI community.

If you have your own AI Coding products and need advice, or to connect with investors and industry partners, please contact "Song Dabao", "Yilu Sun", "Not Spicy Pipi", or other community leaders.

Please also note your identity (developer/investor/industry partner) and personal experience.

Thank you ~

Visual summary

Article argument map

Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoverscoverssignalssignalssignalsFORMATlongform noteTOPICtechnical distributionTOPICtoolingCAPABILITYdeveloper toolingCAPABILITYproduct surfaceMARKETAI startup
Mermaid outline
flowchart LR
  format-long_post["longform note"]
  topic-technical-distribution["technical distribution"]
  topic-tooling["tooling"]
  capability-developer-tooling["developer tooling"]
  capability-product-surface["product surface"]
  market-ai-startup["AI startup"]
  format-long_post -->|covers| topic-technical-distribution
  format-long_post -->|covers| topic-tooling
  format-long_post -->|signals| capability-developer-tooling
  format-long_post -->|signals| capability-product-surface
  format-long_post -->|signals| market-ai-startup

Visual structure

Essay structure map

Built from summary and key paragraph positions

This Thursday night at 20:00, the third episode of "Fireworks Night Talk" begins! Thi...THESISThis Thursday night at20:00, the thirdepisode of "FireworksNight Talk" begins!SIGNALThis Thursday night at20:00, the thirdepisode of "FireworksNight Talk" begins!OPERATORInterested friends canscan the QR code tomake an appointmentfor the FeishuIMPLICATIONThank you ~
Mermaid outline
flowchart LR
  thesis["This Thursday night at 20:00, the third episode of \"Fireworks Night Talk\" begins! This time the conference..."]
  signal["This Thursday night at 20:00, the third episode of \"Fireworks Night Talk\" begins!"]
  operator["Interested friends can scan the QR code to make an appointment for the Feishu meeting, and let’s chat toget..."]
  implication["Thank you ~"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

Source: View the original post