Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

Prompt: A 2K resolution contact sheet image, arranged in a 3x5 grid of 15 individual film frames, representing the complete episode third of an action-comedy series.

Prompt: A 2K resolution contact sheet image, arranged in a 3x5 grid of 15 individual film frames, representing the complete episode third of an action-comedy series. **[Characte...

November 30, 2025 · 2 min read

Prompt: A 2K resolution contact sheet image, arranged in a 3x5 grid of 15 individual film frames, representing the complete episode third of an action-comedy series.

**[Characters & Style Consistency]** The two main characters are Melissa McCarthy and Keanu Reeves, maintaining strict likeness to previous inputs (images 25, 26).

The aesthetic remains the warm, cinematic action-comedy style of "Mr.

& Mrs.

Smith." Their relationship is now marked by rising suspicion.

**[Bilingual Subtitle Rules]** Every single frame features clear, legible bilingual subtitles at the bottom center (English top line, Chinese bottom line, cinematic white font with shadow).

No timecodes.

**[Episode 3 Narrative & Frame Details]** **Episode Title:** Episode 3: "Collision Course" - Targets intersect, suspicion rises.

* **Row 1 (Frames 1-3 - The Assignment):** * *Action Focus:* Split screen effect across the three frames.

Keanu in his high-tech office, Melissa in her messy van.

They both open confidential manila folders simultaneously.

Close-up shots reveal the *exact same* photo of a target (a nervous-looking accountant type).

* *Subtitle Content (Frame 1 example):* "Looks like a simple snatch and grab." * **Row 2 (Frames 4-6 - Keanu's Stakeout):** * *Action Focus:* Keanu is in full professional tactical gear, perfectly camouflaged in a sniper hideout overlooking a plaza.

He is perfectly still, focused through a scope.

The mood is serious.

* *Subtitle Content (Frame 4 example):* "Target in sight.

Awaiting green light." / "Target confirmed.

Waiting for action instructions.

" * **Row 3 (Frames 7-9 - Melissa's Interference):** * *Action Focus:* Melissa, wearing a terrible, loud tourist disguise (big hat, camera), clumsily stumbles right into Keanu's hidden position, knocking over his equipment and blowing his cover completely.

It's chaotic and noisy.

* *Subtitle Content (Frame 7 example):* "Oh, excuse me!

Is this the hiking trail?" / "Oh, sorry!

Is this a hiking trail?

" * **Row 4 (Frames 10-12 - The Brief Encounter):** * *Action Focus:* A fleeting moment of chaos.

The target runs away.

Keanu and Melissa make eye contact for a split second through their disguises/gear before scrambling in opposite directions.

They don't recognize each other yet, but they are furious at the "amateur" who ruined the job.

* *Subtitle Content (Frame 10 example):* "Who the hell was that professional amateur?" * **Row 5 (Frames 13-15 - Home Suspicion):** * *Action Focus:* Back home in the living room.

They are both furiously cleaning weapons (he a sniper rifle, she a large combat knife), sitting on opposite ends of the couch, glaring suspiciously at each other side-eyed.

The tension is palpable.

* *Subtitle Content (Frame 13 example):* "You seem...

tense tonight, darling." / "Honey, you look...

tense tonight.

"

Visual summary

Article argument map

Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoverssignalsFORMATarticle featureTOPICagentic devtoolsMARKETopen-source builders
Mermaid outline
flowchart LR
  format-article["article feature"]
  topic-agentic-devtools["agentic devtools"]
  market-open-source-builders["open-source builders"]
  format-article -->|covers| topic-agentic-devtools
  format-article -->|signals| market-open-source-builders

Visual structure

Essay structure map

Built from summary and key paragraph positions

Prompt: A 2K resolution contact sheet image, arranged in a 3x5 grid of 15 individual...THESISPrompt: A 2Kresolution contactsheet image, arrangedin a 3x5 grid of 15SIGNALPrompt: A 2Kresolution contactsheet image, arrangedin a 3x5 grid of 15OPERATORWaiting for actioninstructions.IMPLICATION"
Mermaid outline
flowchart LR
  thesis["Prompt: A 2K resolution contact sheet image, arranged in a 3x5 grid of 15 individual film frames, represent..."]
  signal["Prompt: A 2K resolution contact sheet image, arranged in a 3x5 grid of 15 individual film frames, represent..."]
  operator["Waiting for action instructions."]
  implication["\""]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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