𝚈𝚟𝚘𝚗𝚗𝚎 𝙻𝚎𝚎

@eng_khairallah1 Is this like Paperclip but integrated? Will definitely look into this.😅😅

🚨 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)

@facesOfEth @dotta Me too. I like it better than my openclaw setup as it can do more. And I can tell when it can't do things. Rather than openclaw just going quiet. 😅

@dotta Good video. "Memento man" was a great explanation. Have been playing with it lately; liking it better than my OpenClaw setup.

I sat down with Greg and explained how to use Paperclip and share some of my best tips Is this not the greatest time in history to be building?

@gregisenberg Paperclip seems to be great. I wish I watched this before I started as I was very confused about the budget settings. It took a while to get right as I happen to be a PC user and bought a new small device to try this out (so it's always on).

I met the guy behind Paperclip. he won't show his face, but he just built one of the FASTEST growing open-source projects in AI. how to use Paperclip to hire AI agents to ACTUALLY run a startup with 0 employees: 1. with paperclip, you hire a team of AI agents like CEO, engineer, QA, video editor, content strategist and manage them from one dashboard. it works with Claude Code, Codex, OpenCode, or any model on OpenRouter. you're not locked into one provider. 2. your AI agents wake up capable but with zero memory. they don't know who they are, where they are, or what they're supposed to be doing. kinda like that movie memento from back in the day you need to leave them Polaroids like heartbeat checklists, persona prompts, written context. that's how you keep them on track. 3. when an agent makes a mistake, you don't rewrite everything. you add one rule to their persona prompt. "always define a success condition for every task." "always pass work to QA before closing." you're training them like you'd train a junior hire. one correction at a time. 4. skills extend what your agents can do. want a video editor who can produce animated content? install the Remotion skill. want security reviews? there's a skill for that. 5. the biggest lever for quality is encoding your own taste. AI can do everything except know your values. design sensibility, brand voice, success criteria but you have to write it down. 6. don't one-shot your startup. agentic design patterns matter. the simplest one: after the engineer builds something, QA reviews it. structure prevents compounding errors. one-shotting an entire app is fun for 30 minutes, then it falls apart. 7. Paperclip tracks every token spent and every task completed. you can use your existing subscriptions (Claude, Codex) so spend shows as $0, or hook into API credits for real dollar tracking. 8. importable companies are coming. Gary Tan's G-Stack, a full game studio, 300+ agent repos... you can "acqui-hire" a proven agent team into your Paperclip instance instead of building from scratch. the future is downloading a tested org that actually works. 9. routines let you automate recurring work. "every day at 10am, read what was merged into the main branch and write a Discord update celebrating community contributors." it runs, you review, you improve. every task is traceable. 10. maximizer mode is next. you tell the CEO "build this game" and it does whatever it takes and hires who it needs, keeps pressing until it's done. no token anxiety. just outcomes. use @ideabrowser for startup ideas/trends to get started thank you for @dotta for doing this podcast and breaking down exactly how people can hire ai agent teams with paperclip you won't find an episode like this anywhere else episode is live on @startupideaspod on your fav platforms (follow for more) is this not the greatest time in history to be building? im rooting for you now go watch my frien

Your smartwatch pulses RF into your wrist 24/7 Right on top of your radial artery. The one that feeds oxygenated blood to your hand & fingers. Same wrist acupuncturists have used for 3,000 years to read your pulse and diagnose disease. But sure, strap a 2.4 GHz transmitter to it.

if even 1% of the 200k builds something using these APIs - i’ll be happy this article was worth every minute

In Thailand at the moment and learned that most places cook with palm oil. Even KFC and McDonald's is palm oil. Still need to ask as soy bean oil is the next most common. 😬

@exfatloss O+ but keto didn't work for me. 😅

Ketards, what is your blood type?

I would melt instantly

@user_________01 Interesting. I used to wonder why I would get hot ears from eating oranges or drinking OJ. 🤷🏻‍♀️🤔

Some people experience histamine-like reaction after drinking OJ Naringenin in OJ is anti-biofilm One wonders if bacteria in the gut is being freed from the biofilm and the body is reacting to that..

In case you still don't read labels...

@AlexFinn @TLewey 😅🥲💔

@TLewey taking time off work for AI is way better than using it for vacation

Drop what you are doing It happened. ChatGPT 5.4 is out. It blows Opus 4.6 out of the water on basically every benchmark This is what you need to do immediately if you want to escape the permanent underclass: • Upgrade your OpenClaw to ChatGPT 5.4 NOW (it's BUILT for OpenClaw) • Hand the ChatGPT 5.4 blog post over to your OpenClaw. Ask "How can we improve our workflows based on these upgrades?" • Download the Codex desktop app and type in /fast. This will give you the most powerful coding model in the world at the fastest speeds • Take advantage of the 1 million token context window by pasting in full documents as context • Everything you do on your computer for the next 24 hours, describe it to ChatGPT 5.4 and ask how it can do the task better When new tech drops, you have to take advantage of it. That's the only way to win Put your phone on Do Not Disturb and get to it

💯 It's such a waste of resources for planning and development for both the planning authority and the applicant. AI should definitely be able to help with this. 🤖✨

Who loves doing their BAS!? Yes I thought so. Me too. So I built this thing - SortedbyAI.com.au - and releasing it as a beta for CBA users to get some feedback - sortedbyai.com.au/cba-beta/ @CommBank

@Will_of_Europa I've even done the excessive T3 for about 2 years. 😅(No noticeable effect)

@Will_of_Europa Hi. 😅

Let's see if I can remember the chronology of diet's I've done. These losses are not total gain and loss, just change in weight since beginning till end of diets. Every time I stopped a diet my weight would rebound up some, so this isn't cumulative. Some not very strict, others extremely strict 2007 Counted calories, milk instead of breakfast: 19 lbs in 3 months, fasted till lunch. Remember being exceptionally frustrated with this one from being put through so much hunger and pain only to result in a full month long stall. Math didn't add up. Origin of "CICO is bullshit." Used the app "Lose It!" daily missing only a day or two. 2009 Salads only: 5lbs over 2 months 2009: keto with only ground turkey: 10lbs in 2 months 2014 CICO with dad dropping me off 4 miles from home on his way to work and I walked back, 5 times a week: 12 lbs in 3 months 2016 CICO Keto again: +5 lbs 2017 Not a diet, Mother passed, reached top weight at 404lbs 2018 OMAD extreme keto (fucking sucked, nausea and pain constantly) 2lbs ground pork with broccoli and onions daily, no exercise at all, 60lbs in 2 months. Stopped due to unsustainability. 2019 same as prior, 15lbs over 3 months 2019 added salads, 0lbs over 3 months 2021 Keto with air fryer beef tips + 1/2 lbs colby jack block daily, 30 lbs in 4 months 2024 Low Vitamin A, 25 lbs in 1 year (by far the easiest to adapt to out of all of these) 2024 Maximum fullness prison diet with ground turkey and pickleball 2-3 times a week in the sun, 25 more lbs Flu in Nov 2024 Every diet since that flu has failed too, resulting in most of the weight I'd managed to get off coming back, except for a very brief moment where I did beef and beans only (extremely unsustainable) for a week and lost 8 more lbs in 2025 2025 No carb, 9lbs of water only week 1, no change after for 7 weeks 2025 Started GLP, excessive gut intolerance, 15lbs over 1.5 months 2026 ONGION dish daily, no change so far, but not gaining either Tell me have you seen anybody else try more diets? Please tell me because I want to follow them.

@nummanali I got excited but it's for Kimi code. I need API access for my openclaw. 😿 That's still user pays. 😬

Seriously underrated - great OSS model On the $39 plan you get your own OpenClaw The plan covers their full offering on the main Kimi site too ie deep research, PowerPoints, website builds, agent swarms etc

@Will_of_Europa @Smokedbacon99 @HansAmato Overweight... (It was actually for someone else but they haven't started yet)

@Vontweeter @Smokedbacon99 @HansAmato Are you over or underweight, hair falling out but no receding hair line, have energy output problems?

Endotoxin (lipopolysaccharide, or LPS) are fragments from a specific type of bacteria called gram negative bacteria (G-). The LPS make up part of the outer cell walls and when the bacteria dies these little cell structures are left in the intestines. (Endotoxin = LPS) Sounds scary, but in most cases they are quite harmless for a couple of reasons. Firstly, the gut barrier keeps them in the gut. As long as you don’t have leaky gut, you likely don’t need to worry about endotoxin much. Secondly, most healthy people (not including esthetic yet unhealthy) have a very high bacterial gut microbiome, a meritocratic environment where mostly beneficial bacteria live and harmful bacteria are kept in check. However, if something happens to the gut barrier, the G- count, or stool status, LPS can make it’s way to your blood. It’s quite destructive there so your body produces a hormone called IL-6. IL-6 is like the alarms blaring “INTRUDER ALERT” and dispatches cleanup and detox proteins. IL-6 is primarily driven by endotoxin exposure. It also happens to shut down mitochondrial redox as a defensive action. IL-6 shifts the body into emergency adipose storage mode rather than continuing redox consumption of food substrate. This lowers effective energy output by reducing ATP production and the host gets an energy deficiency problem that normally goes away as soon as the IL-6 and the LPS are cleared, and substrate → ETC → ATP chain can resume once more.

I've been using this style of air fryer for years. It's a mini oven. But only on the last year I've used the basket to make fries and wedges. It's definitely a game changer. 🍟🥔. Cut, rinse in cold water, season + tallow or duck fat. Air fry with rotation on 200 degrees C and 25 mins for fries. 40 mins for wedges.