Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

Prompt: A 4K resolution contact sheet image, arranged in a 3x5 grid of 15 individual film frames with a

Prompt: A 4K resolution contact sheet image, arranged in a 3x5 grid of 15 individual film frames with a cinematic, film-grain aesthetic and warm lighting, continuing the...

December 1, 2025 · 2 min read

Prompt: A 4K resolution contact sheet image, arranged in a 3x5 grid of 15 individual film frames with a cinematic, film-grain aesthetic and warm lighting, continuing the story directly from uploaded image in the ruined house.

Characters are Melissa McCarthy and Keanu Reeves, matching previous likenesses, battered and dusty.

Every frame has bilingual English (top) and Chinese (bottom) white subtitles at the bottom center.

**[Episode 6 Narrative & Frame Details]** **Episode Title:** Episode 6: "Enemy of My Enemy" - The standoff is interrupted by a third party.

Forced alliance and escape.

* **Row 1 (Frames 1-3 - The Interruption):** * *Action Focus:* Still in the Mexican standoff in the ruined living room, guns pointed.

Suddenly, the front wall explodes inward.

Heavily armed, faceless tactical gear soldiers (a third party hit squad) repel through the smoke and debris.

Keanu and Melissa look surprised, then instinctively turn their guns toward the new threat.

* *Subtitle Content (Frame 1 example):* "Did you invite company?" / "Did you invite company?" * **Row 2 (Frames 4-6 - Back-to-Back):** * *Action Focus:* Instant, seamless cooperation.

They go back-to-back in the center of the room, firing in opposite directions at the invading squad.

Their fighting styles mesh perfectly despite their earlier arguments.

The house is getting completely demolished now.

* *Subtitle Content (Frame 4 example):* "On your three, or my three?" * **Row 3 (Frames 7-9 - The Explosive Escape):** * *Action Focus:* They fight their way to the garage, grab random gear.

They jump into their beat-up family minivan (comedy contrast).

Keanu drives aggressively through the closed garage door while Melissa leans out the window firing a large machine gun at pursuing attackers.

The house behind them is engulfed in flames.

* *Subtitle Content (Frame 7 example):* "Shotgun!

And I mean literally, hand me the shotgun!" * **Row 4 (Frames 10-12 - The Realization):** * *Action Focus:* Inside the speeding minivan at night.

They catch their breath, looking back at the burning suburban street.

They realize the attackers weren't from either of their agencies.

* *Subtitle Content (Frame 10 example):* "Those weren't my guys.

Too sloppy." / "Those weren't my guys.

Too unprofessional." is smoking.

They look at each other in the dim light, exhausted, realizing they are stuck together.

A reluctant, temporary alliance is formed.

* *Subtitle Content (Frame 13 example):* "Truce?

Until we kill whoever just tried to kill us." / "Truce?

Until we kill whoever just tried to kill us."

Visual summary

Article argument map

Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoverscoverssignalsFORMATarticle featureTOPIClong running agentsTOPICretrievalCAPABILITYlong-running agents
Mermaid outline
flowchart LR
  format-article["article feature"]
  topic-long-running-agents["long running agents"]
  topic-retrieval["retrieval"]
  capability-long-running-agents["long-running agents"]
  format-article -->|covers| topic-long-running-agents
  format-article -->|covers| topic-retrieval
  format-article -->|signals| capability-long-running-agents

Visual structure

Essay structure map

Built from summary and key paragraph positions

Prompt: A 4K resolution contact sheet image, arranged in a 3x5 grid of 15 individual...THESISPrompt: A 4Kresolution contactsheet image, arrangedin a 3x5 grid of 15SIGNALPrompt: A 4Kresolution contactsheet image, arrangedin a 3x5 grid of 15OPERATORThey jump into theirbeat-up family minivan(comedy contrast).IMPLICATIONUntil we kill whoeverjust tried to killus."
Mermaid outline
flowchart LR
  thesis["Prompt: A 4K resolution contact sheet image, arranged in a 3x5 grid of 15 individual film frames with a cin..."]
  signal["Prompt: A 4K resolution contact sheet image, arranged in a 3x5 grid of 15 individual film frames with a cin..."]
  operator["They jump into their beat-up family minivan (comedy contrast)."]
  implication["Until we kill whoever just tried to kill us.\""]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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