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@datachaz

Developer compares OpenAI and Telnyx inference on a large FastAPI codebase

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@datachaz

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10 October 2026 22h08

55 FASTAPI FILES. 792,105 CHARACTERS. ONE QUESTION.

I ran the same codebase query through OpenAI and @Telnyx Inference:

"How does dependency injection resolve nested dependencies, and where is the resolution cached?"

Here's what the run showed:

→ OpenAI / GPT-5-mini:… pic.twitter.com/exugWa1pTq
— Charly Wargnier ♨️ (@DataChaz) 10 octobre 2026

55 FASTAPI FILES. 792,105 CHARACTERS. ONE QUESTION. I ran the same codebase query through OpenAI and @Telnyx Inference: "How does dependency injection resolve nested dependencies, and where is the resolution cached?" Here's what the run showed: → OpenAI / GPT-5-mini:

→ View original post on X — @datachaz

10 October 2026
Survey highlights China educated researchers’ share of US AI talent

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@datachaz

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10 October 2026 13h56

researchers educated in China make up a huge share of the US's elite AI research talent: link to the @MacroPoloChina survey
→ https://
macropolo.org/digital-projec
ts/the-global-ai-talent-tracker/
…

→ View original post on X — @datachaz

10 October 2026
Momentic Mo explores applications and reports bugs without test scripts

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@datachaz

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09 October 2026 23h12

AI AGENTS CAN BUILD YOUR APP. MO CAN HELP YOU FIND OUT WHERE IT BREAKS.

Mo from @momenticai explores any app using a URL, a testing brief, and test accounts if needed. No test scripts required.

It reports test cases, verdicts, coverage gaps, and the bugs it finds.

Every bug… pic.twitter.com/W6A0gTl6zO
— Charly Wargnier ♨️ (@DataChaz) 9 octobre 2026

AI AGENTS CAN BUILD YOUR APP. MO CAN HELP YOU FIND OUT WHERE IT BREAKS. Mo from @momenticai explores any app using a URL, a testing brief, and test accounts if needed. No test scripts required. It reports test cases, verdicts, coverage gaps, and the bugs it finds. Every bug

→ View original post on X — @datachaz

9 October 2026
Pine Computer Compares Structured Web Access and Model Costs per Task

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@datachaz

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09 October 2026 18h24

Smarter models deserve better computers.@PineAIAssistant is introducing Pine Computer → a cloud computer built for AI that reads web pages as structure and delivers finished work.

The cost gap is striking:

$1.02 in model tokens per task for Pine, vs $20.50 for Codex and… https://t.co/IiBkQ66iJ2 pic.twitter.com/IRtt9hW9kr
— Charly Wargnier ♨️ (@DataChaz) 9 octobre 2026

Smarter models deserve better computers. @PineAIAssistant is introducing Pine Computer → a cloud computer built for AI that reads web pages as structure and delivers finished work. The cost gap is striking: $1.02 in model tokens per task for Pine, vs $20.50 for Codex and

→ View original post on X — @datachaz

9 October 2026
Syren Video Applies a Chat to Refine Workflow to Video Creation

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@datachaz

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09 October 2026 17h07

Cursor made it easier to go from an idea to working code.

'Syren Video' is taking that approach to video:

prompt to create → chat to refine.

now THIS is the "Cursor for video" vision I’m here for 👀 https://t.co/9Az6PgLS3v
— Charly Wargnier ♨️ (@DataChaz) 9 octobre 2026

Cursor made it easier to go from an idea to working code. 'Syren Video' is taking that approach to video: prompt to create → chat to refine. now THIS is the "Cursor for video" vision I’m here for 👀

→ View original post on X — @datachaz

9 October 2026
Dreamina Canvas Supports Continued Editing After AI Video Generation

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@datachaz

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09 October 2026 14h05

What I like about Canvas: the model gives you something to work with. YOU decide where it goes! That’s the appeal of Dreamina 2.0’s canvas-first approach. Generate, experiment, and keep shaping your video. Dreamina Basic is $1.50 for a month, up to 90% off, through Oct 9 🔥

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9 October 2026
Motion Extraction Preserves Timing, Camera Paths and Spatial Relationships

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@datachaz

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09 October 2026 14h02

Then Extract Motion preserves what’s hardest to put into words.

The timing. The camera path. The spatial relationships.

Everything else is open to reinterpretation.#VideoEditing pic.twitter.com/PLBwIDoEWy
— Charly Wargnier ♨️ (@DataChaz) 9 octobre 2026

Then Extract Motion preserves what’s hardest to put into words. The timing. The camera path. The spatial relationships. Everything else is open to reinterpretation. #VideoEditing

→ View original post on X — @datachaz

9 October 2026
Video to Prompt Turns Visual References Into Reusable Generation Instructions

By

@datachaz

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09 October 2026 14h02

Video-to-Prompt is useful before I even start building.

It turns a strong reference into a prompt, helping me understand what gives the video its look in the first place.#AIFilmmaking pic.twitter.com/S1BZeuhSFm
— Charly Wargnier ♨️ (@DataChaz) 9 octobre 2026

-to-Prompt is useful before I even start building. It turns a strong reference into a prompt, helping me understand what gives the video its look in the first place. #AIFilmmaking

→ View original post on X — @datachaz

9 October 2026
Codex, GPT 6 Astra and Dreamina Automate Repetitive Creative Setup

By

@datachaz

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09 October 2026 14h01

That’s how I like automation to work, too.

Let Codex + GPT-6 Astra + Dreamina CLI handle the repeatable setup.

Then I can open the resulting Canvas, pick up from there, and make changes myself.#AIcreator pic.twitter.com/XwlnKkL6Jb
— Charly Wargnier ♨️ (@DataChaz) 9 octobre 2026

That’s how I like automation to work, too. Let Codex + GPT-6 Astra + Dreamina CLI handle the repeatable setup. Then I can open the resulting Canvas, pick up from there, and make changes myself. #AIcreator

→ View original post on X — @datachaz

9 October 2026
Dreamina Extract Motion Reuses Camera Movement and Spatial Depth

By

@datachaz

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09 October 2026 14h01

EVER SPENT AGES TRYING TO DESCRIBE A CAMERA MOVE IN A PROMPT?

check this out.

Dreamina Canvas just added `Extract Motion`

You just upload a reference video, pull out its motion and spatial depth, and use those to build a new scene.

Much easier to show it the movement you… pic.twitter.com/bgW6DDjsXk
— Charly Wargnier ♨️ (@DataChaz) 9 octobre 2026

EVER SPENT AGES TRYING TO DESCRIBE A CAMERA MOVE IN A PROMPT? check this out. Dreamina Canvas just added `Extract Motion` You just upload a reference video, pull out its motion and spatial depth, and use those to build a new scene. Much easier to show it the movement you

→ View original post on X — @datachaz

9 October 2026

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