Austin Poole

Christian, Machine Learning Engineer, Amateur Finger Drummer, Hornets Fan

[Austin Poole @AustTP25]

@JAYN0CAP @British_Buzz I can’t argue with that. A true seven footer who can spread the court and is physical enough to guard other bigs.

[Austin Poole @AustTP25]

@British_Buzz LaMelo/Coby White
Kon Knueppel/Sion James
Brandon Miller/Liam McNeeley
Jabari Smith Jr./Morez Johnson
Domantas Sabonis/Moussa Diabate/Chris Cenac Jr.

[Austin Poole @AustTP25]

@British_Buzz Resign Coby. Acquire Jabari Smith Jr. in a trade for Miles Bridges and other assets. Draft Morez Johnson at 14 and Hannes Steinbach/Chris Cenac Jr at 18. Trade Sacramento the 2026 1st round pick from Miami, Josh Green, Grant Williams, and Tidjane Salaun for a center (Sabonis?).

[Austin Poole @AustTP25]

@SleeperHornets @BleacherReport @SleeperRockets He’s 6’11”, agile, and can shoot the three. I like the idea. He’s younger than Miles and doesn’t bring the same baggage off the court. Make it happen!

[Md Ismail Šojal 🕷️ @0x0SojalSec]

PentestAgent : is an AI agent framework for black-box security testing, supporting bug bounty, red-team, and penetration testing workflows.

- https://t.co/vCVmr1s3E6

#infosec #cybersec #bugbountytips

[Austin Poole @AustTP25]

@aastha_mhaske AGENT

[Austin Poole @AustTP25]

@aftahi_ai LensGo no longer exists. You should update your post.

[Sam Bhagwat @calcsam]

ts ai conf launch #4

you may have read my book: Principles of Building AI Agents

well, we wrote a sequel: Patterns for Building AI Agents

about bridging the gap where AI teams stumble

between prototype and production

if you like and share this post we will send you a copy

[Austin Poole @AustTP25]

@calcsam BOOK

[James Plowright @British_Buzz]

For those who weren’t able to grab a Hornets Summer League Championship T-shirt, we’re giving one away (Large) along with the limited-edition poster (No. 212 of 500).

Just retweet and follow me and @CLTure for a chance to win! Winner announced on Monday, August 4.

[Austin Poole @AustTP25]

@EdotHxncho It all depends on who plays for the Hornets. Kon exited yesterday’s game in the third. Liam, Sion, and Tidjane have missed the last two games. PJ was signed earlier today by the Grizzlies. If none of these players are available, their odds are slim.

[Austin Poole @AustTP25]

@sandorthedutch Fair enough! I see Plumlee serving more in the Taj Gibson capacity. He’s veteran insurance, a locker room leader, and a depth piece. He signed for the minimum.

[Austin Poole @AustTP25]

@Khanman23 If Miami wants their pick back, I’m sure that Jeff would be glad to make a deal. The Hornets need a center. Acquire Jay Huff from The Grizzlies and package him with Nikola Jović in exchange for the pick and Josh Green.

[Austin Poole @AustTP25]

@sandorthedutch What would your thoughts be on The Hornets targeting Jay Huff who was 40.5% from three for The Grizzlies and offers rim protection at 7’1”? He would give The Hornets a stretch five on a budget.

[Austin Poole @AustTP25]

@sandorthedutch Sabonis would be an ideal target. I’m aware that LaMelo alone wouldn’t be sufficient. In your opinion, what more would it require in addition to LaMelo and Miles to acquire Giannis? I’m hopeful if a transition occurs that it includes Josh Green.

[Austin Poole @AustTP25]

@realDailyWire @grok Is the bill available for me to read online in its entirety?

[Austin Poole @AustTP25]

@svpino Being comfortable with modern web stacks is still a requirement (e.g. JavaScript, Vue, Python, Django, etc.).

[ₕₐₘₚₜₒₙ @hamptonism]

Convolutional Neural Networks in action

[Austin Poole @AustTP25]

@Ask_Spectrum, will you please review the outage in 27406? What information can you provide?

[IVAN ILIN @ivanilin9]

I've been researching Agents for the past 6 months and collected 40+ materials on the most capable architectures & implementations. The intent was to publish a comprehensive overview, like I did on RAG techniques, but been too busy with https://t.co/KlojywayNY, so sharing it here.

There are some great intro lectures by Andrew Ng to start with.

The following types of Agentic architectures are covered:

🤖 Chain of thought (Plan & Execute agent)
🤖 Tooling operators (An agent upon a set of tools, routing to them) - good for connecting external data storage & APIs, pretty fast and robust
🤖 ReAct (Thought - Action - Observation) - capable of iteratively executing complex tasks or answering complex queries
🤖 Self-Reflection - (Action - Observation / Evaluation - Reflection - Planning) - adds some quality and reasoning clarity compared to the ReAct scheme, might be slower
🤖 Agent upon agents (A multiagent scheme) - a quite complex setting, slow, but capable of executing very complex multistep tasks, not super robust as loops are a frequent issue.

Most successful projects: @Auto_GPT, @AgentGPT, @MemGPT, GPT-Researcher, @crewAIInc, @MetaGPT_.

There are also some arXiv papers & blog posts on the most important architectures.
🔗 All the materials are here: https://t.co/HUGYoAJEhw
🧠 The best part is there is a co-pilot to chat with all this knowledge!

If you’d like to add some valuable publications on Agents to this collection - just share a link in the comments 👇