tweed

Founder

[tweed @Tweedmetzger]

@No_Pie_2109 Was this last year's post lol

[MAX @MAXdeg0]

WHOEVER BUILT THIS HAS ZERO FEAR.

SOMEONE CONNECTED 200 GROK BOTS INTO ONE AUTONOMOUS TRADING SYSTEM.

-> One bot researches.

-> Another tracks markets.

-> Another analyzes sentiment.

-> Another watches on-chain activity.

But instead of leaving 200 separate outputs everywhere, they’re all connected through a CONTEXT GRAPH that turns the swarm’s information into one coherent picture.

200 bots.

ONE TRADING BRAIN.

[Logics @immortalhowwl]

I HAVE BECOME F*CKING USELESS, TEN GPT6-ASTRA AGENTS TOOK $52 TO $11,345.95 WITHOUT ME

after trading memecoins on Robinhood for 13 hours, they closed with a balance of $11,345.95

when I handed them the terminal, there was one instruction:

pay for your own Ultra subscription for the next year or I shut you down

I did not touch the mouse once during the entire run

here is how the log recorded that insane night:

→ 16:05 TOKYO found a fresh contract where volume started building before price and passed it to the Professor

→ 16:07 PALERMO blocked the first entry because there was not enough liquidity for a safe exit

→ 17:14 BERLIN wrote down the exact conditions that would return the setup to the crew

→ 18:43 RIO caught the pullback, marked invalidation and kept the chart open instead of chasing

→ 20:11 DENVER compared the spike in X and Telegram mentions with on-chain volume and filtered out the paid noise

→ 21:37 LISBON caught a stale holder snapshot in the handoff and sent the entire setup back for another check

→ 22:52 STOCKHOLM tested pool depth and slippage, then reduced the next position to fit the available exit

→ 00:53 NAIROBI compressed every cleared signal into one brief and handed the final decision to Astra

→ 02:47 HELSINKI logged every open position, its exit conditions and every change made during the shift

→ 05:05 THE PROFESSOR closed the 13-hour operation and returned one report with the terminal balance at $11,345.95

I wrote Palermo's rules myself and still got pissed when he blocked the first entry

the chart started flying without us

the crew did not chase it

they waited for the pullback, checked the exit again and entered only after the original weakness disappeared

13 hours later:

$52 → $11,345.95

it is not about one smarter model, although Astra is still incredible

it is ten smaller jobs passing the same decision forward

the article below contains the entire build, every role and every rule

save it and build your own dream team

what are u still doing by hand at 4am?

do u really think they cannot handle it?

[elvis @omarsar0]

OMG!!!

GPT-6 Astra built this using just one image reference.

I am at a loss for words.

[Dilum Sanjaya @DilumSanjaya]

Asked GPT-6 Astra to create a highly detailed, interactive visualization of a V8 engine

The result is pretty impressive

[Theo - t3.gg @theo]

Astra is rolling out now! It's unbelievably powerful, but you have to push it a bit to really see the difference.

I wanted to give some examples of what I mean here. Here are some fun things to try in your codebases when you get access:

1. Slop audits
I have asked Astra to go through all my codebases hunting for slop. Useless tests, unnecessary function wrappers, stuff like that. Surprisingly effective. It's cleaned up a ton of code for me.

2. Hunt for performance wins
Astra has found a ton of performance wins in my apps. It can make hard cuts and verify the results. Make sure you give it the tools it needs to verify it's changes. On that note...

3. Improve agent dx and verification loops
This model is surprisingly aware of what it can do. Ask it what it needs to verify it's own work. Let it suggest improvements to setup and worktree flows, debug access, end to end QA flows, etc.

4. Audit open PRs/issues
I've had Astra close at least 200 PRs and issues at this point. It also does a great job of finding easy win PRs to merge. Super helpful for projects with lots of contributors (both OSS and internal repos)

5. Let it merge
Once you get used to the model and it's ability to verify work, try trusting it a bit more. Obviously don't let it yolo ship to production, but if you have a good flow for pr -> main -> staging -> prod, maybe roll the dice a bit?

6. "takeover" work that is stuck in a loop
I've had this model land PRs that were stuck for months. If you have some old branch or PR where your agents are running in circles, blowing up the spec without actually shipping, tell Astra to take it over. Make sure it knows it can throw away the existing work and start from scratch.

Hope these help you guys with really pushing the new model! I've had a blast with it, I hope y'all do as well :)

Note: I cannot be held responsible for surprise bills and limit usage

[Theo - t3.gg @theo]

If you don't want to keep up with all the Astra vs Fable 5.1 content that is incoming, here's a quick summary

[tweed @Tweedmetzger]

@vovudebosh Emails and calls don't work LMAO

[tweed @Tweedmetzger]

@robj3d3 @AnthropicAI When Gemini 4.0 pro

[tweed @Tweedmetzger]

@DominosJack gone with the wind

[tweed @Tweedmetzger]

🫯

[Goatbeardz @GoatBeardzDD]

TEDDY IS BEING BUILT OUT!

[tweed @Tweedmetzger]

@Jason Jason will return as an ai....

[TTM ⠞⠺⠊⠝ ⠞⠥⠗⠃⠕ @twinturbomonkey]

In the interest of continued research, here are the files related to my findings last night that corroborated @GoatBeardzDD earlier findings.

In short: corporate action is coming.

The links will be in a thread below.

[Goatbeardz @GoatBeardzDD]

GameStop is facing an imminent restructuring. https://t.co/f4Q9CdjqK9

[tweed @Tweedmetzger]

@GoatBeardzDD 🔥

[Dr. David @DrDavidivw]

CANCER HAS BEEN CURED

Ivermectin & Fenbendazole cure cancer.

Pass it on.

BREAKING NEWS: First-in-the-World Ivermectin, Mebendazole and Fenbendazole Protocol in Cancer has been peer-reviewed and published on Sep.19, 2024!

The future of Cancer Treatment starts NOW.

My thanks to lead authors Ilyes Baghli and Pierrick Martinez for their incredible inspired work, FLCCC’s Dr.Paul Marik for his extensive work on repurposed drugs and every co-author who worked hard to bring this paper to life.

I hope that this peer-reviewed paper lays the groundwork for a brand new future for Cancer Treatment.

Many of you know that I have been helping thousands of Cancer patients with high dose Ivermectin, Mebendazole, and Fenbendazole

[Charly Wargnier ♨️ @DataChaz]

Best use of AI I've seen this year

[Unsloth AI @UnslothAI]

You can now fine-tune Qwen3.8-27B for free with our notebook! 🔥

Local training works on 24GB VRAM.

Unsloth trains Qwen3.8-27B 1.5x faster with 50% less VRAM.

GitHub: https://t.co/aZWYAtakBP
Qwen3.8-27B Notebooks + Guide: https://t.co/3GE3WVWIOY

[tweed @Tweedmetzger]

@eevee173x What subject do you need help in?

[tweed @Tweedmetzger]

@No_Pie_2109 Dammmm it