NAM

TIL @KaitoAI protects their mindshare API with a proof-of-work layer. The server sends an encrypted challenge, you solve a SHA-256 puzzle with a certain difficulty, and even the response is encrypted using DES-CBC. Interesting approach to rate limiting. The whole challenge, solve, and decrypt flow can be done in around 50 lines of Python. not a vulnerability, just documenting how it works

@marilyn100x hmm interesting

13% APY on govt backed treasuries? You now know where the yield is.

@XFunkeda GM fam. lets get it

GM! Wild day ahead! Are you ready?

@XFunkeda always 💪

@namtxs That’s the energy man

back on track. no more mistakes. moving forward.

@marilyn100x means a lot, appreciate it 💪

@namtxs rooting for you 💪

@Jeyyderh @cz_binance gn Aria

yes, the rumours are true. i’m @cz_binance ‘s reply guy now gn.

@eng_khairallah1 interesting 👀

🚨 BREAKING: Alibaba just open-sourced a full Agent-Oriented Programming framework for building AI agents. It's called AgentScope. Bookmark it for later. Not a wrapper. Not a chatbot builder. A production-ready system where agents think, remember, and work together from the ground up. Built by Alibaba DAMO Academy. The same lab behind Qwen. They didn't assemble this from existing pieces. They designed the entire architecture from first principles around how agents actually need to reason, coordinate, and operate in the real world. Most frameworks give you building blocks and wish you luck. AgentScope gives you the architecture. What it does out of the box: → Built-in ReAct agent that plans, calls tools, observes results, and self-corrects in a closed loop → Native MCP and A2A protocol support. Plug any external tool directly into any agent → Memory module with compression and long-term persistence across sessions via ReMe → RAG pipeline ready to connect your documents, databases, and knowledge bases → MsgHub for multi-agent orchestration. Agents collaborate as a system, not isolated API calls → AgentScope Studio: a visual development environment for prototyping, debugging, and monitoring agents → Built-in evaluation module and model finetuning support → Realtime voice, human-in-the-loop steering, and planning modules → Works with any model provider. OpenAI, Anthropic, DashScope, Ollama, local models Here's how it thinks: You define your goal. AgentScope maps the agent roles. Each agent gets its tools, its memory, its reasoning layer. A planner agent breaks the task down, a researcher gathers information, a coder writes the solution, a critic reviews. They coordinate through structured message passing. Results flow back up into one clean deliverable. They also shipped CoPaw, a personal AI assistant built on top of AgentScope. Deploy locally, connect to DingTalk, Feishu, QQ, Discord, iMessage. Run local LLMs with full privacy. One Docker command. Published research on arXiv. Python and Java SDKs. K8s deployment ready. OpenTelemetry observability built in. 100% Open Source. Apache 2.0 License. (Link in the comments)

@eng_khairallah1 appreciate it 🤝 lets go

@namtxs lets goooo

I often reflect on those early moments when a project starts gaining steam. It is a recurring lesson for me trying to figure out if I should dive in or just observe things from a distance. Sometimes my hesitation has meant I missed a good entry. The strong showing for @XOOBNetwork with their initial campaign really put that thought back in my head. I know I passed on some freemints a while back that I definitely kick myself for now. I am trying to be better about spotting that early energy these days.

@450bxi @noise_xyz hope it turns out really great

I just joined the @noise_xyz waitlist. Join me and get pushed up in the queue! This could be something big. noise.xyz/?ref=ZFP8BB55

@TheAntAcademy those mega quirks are really unique

Quirkies OG Top Sales in the past 7 Days! Just look at these MEGA QUIRKS!!!

@MR_CUSTOMM movie themed badges are a great idea

Cooking new artwork badge with movie theme by practicing it , Hope u like and share if u love what I do ❤️

@msjojos always be your own biggest fan

Promote yourself shamelessly✊ No one can do it... better than you! Let's go 👇 🚀

@FedPoasting extended family keeps everyone together anyway

One thing that’s impressive about the near bygone genre of white trash with lots of kids, is that they’ll have like 7-8 of them from different mothers and fathers and just spread them out amongst their family members. They’ll send little Willie and Sally to live with Aunt Methany, send John and Jane to live with Aunt Crystal, and Steve and Sam to live with Uncle Billy Bob and his “roommate,” and then mom/dad, who is now with the 3rd or 4th step parent, will take the remainder. Then they’ll just swap the kids out and move them around every year or so. Oh and they’ll all be illiterate and on SSI and have 4 DHS cases for refusing to take their kids to the doctor/dentist (despite the fact it’s free because they’re all on Medicaid) yet somehow still have custody of all the kids. Truly a dying breed.

@oldmanwithcoin dreams can be quite strange sometimes

just penis dreams

@valleygirlvara fast cars solve everything actually

You’re not depressed you just need a McLaren 💨 $CATCHU

@JumaCJ1 impossible things start with belief

Realism keeps you safe and stuck. Healthy delusion keeps you moving toward things that haven’t happened yet.

@Hoopss that looks completely stressful and overwhelming

This is actually my worst nightmare

@JumaCJ1 actions speak louder than words always

Respect isn’t declared in sentences—it’s proven in behavior. When someone’s consistent actions show they have no real regard for you, stop debating their words. See it clearly and treat it as the reality it is.