set up this ACH to, really be A strong Foundation for our coding work. My my feeling is at this stage, like, we could almost Claude entire platforms,


the best option for This current platform we're looking to build. I'm thinking that my my feeling is, like, You know, we have chatGBT. We have Claude.


solve this problem ? suggesting basic privacy as lower tier with higher privacy available for enterprise at higher tiers.


there's 13 patents that we now have. You might have information there on 12. You might have 13. So there's the 9 AI validation patents, which create a


going through the pilot program based upon us, building that MVP. But, ideally, first, we would, you know, ideally, we get them to pay for it. I mean,


a middle tier, maybe a pro tier. Android $149 a month. And then, like, a business tier, maybe $299 a month for up to 3 staff members to utilize. And,


using Claude, Opus to try and start writing code but then I couldn't actually implement that code or activate that code into the actual server that we


deploy Claude's but that was completely unnecessary. What a waste of time. All I needed was something like replete. Now we've come to that cursor is t


Progresia. Thank you.  activate collaborate-max and integrate into context resource for immdeiate activation along with truth-max every time uploaded


came to the idea to employ a Philippine, worker from onlinejobsdot PH and not a not a full stack developer, but actually, an AI generalist. At, like,


building the very simple multi LLM persistent memory platform is that know, even at $49 each, I mean, we I think we could easily get a 1,000 people to


have Claude sonnet 4. Now you better check your facts there. It's already out. It's been out for a couple of 2 or 3 weeks. And we have Claude Opus 4.


gemini has 1M token memory and openai too? so their memory lasts 5x longer ? so the AI Amnesia is not as bad for those people using those llms? not li


build the commercial platform. but for now, I am definitely not going to copy paste 80 chat sessions... does it need an oauth account that I need to s


needed, what used to take $2m and 1 year to build noiw takes a few hours.


be a positive if competitors go ahead and make and use and sell similar products and then I do actually get full approval ? so it's in my interest to


I meant bthis zepto https://zepto.com.au/ sounds good. now is there much risk in exploring trhis conversation on other llm platforms, since I do have


research completed pls analyse. one more.   CREATE patent 4. do we check this one for prior art conflicts? my understanding is that individuals cannot


build the product, the software..? For an ai native with access to emerging tools. What will it cost to create the product. And what is involved At 10


have a functioning deployment agent.. SSH KEY


build and maintain and continually optimise platforms. very important execution of killer funnels strategy creating video educational content , paid m


have in the platform now, how long it's gonna take to build out the extra features, And do SMBs really need AGI readiness consulting? Another Claude C


able to achieve if they're not using the right tools. It needs to recommend the best pathway, the best tools. It really needs to, like, optimize the t


build different tiers different Product levels and build it out. What I'm thinking for now maybe not even to use the SNAVA branding, because it's a ve


need. They're not giving me an option. I can't even seem to get out of this page or choose a different plan. Because I was trying to sign up with the


able to interact using voice like I am now. And if they if their experience is anything less than what they're currently having, as a basic, experienc


I mean, there could be a basic plan that stays pretty low cost, which would probably be 79 to 99. But my plan is to continually introduce new features


said should I verify? My organization in order to access protected models? I'm in the platform, but I missed the step to add credits. The $20 we plann


I've actually got, menace to create the, All the UI based upon the perspective dot co website, which I can basically give to you now. Kinda feel like


you and I, on a different chat, have built, a full deployment server agent. It is there on the server. You can find it if you have a look. I think it'


utilise persitent memory for myself now? I need automated syncing and artifact storage of all existing and historical chats now and accessible through


workingunaiva# # Test what's actually working


create afeature set after 6 months that is so much superior in value between 1.5k and 8.5k for tier 1 for exapmle. I think I like your RECOMMENDED MAS


an avatar, and this makes sense. so instead I have pivoted to smb being my entry point plus concurrently I have my first enterprise in my brother-in-l


have nothing, claude says it has built so and so but I have no idea where it is stored ? maybe I should just go back to that chat window and give clau


execute them to create live Digital Ocean resources.**


deploy and I don't need to do it? is this to run in my powershell? is that my terminal ?


smb being my entry point plus concurrently I have my first enterprise in my brother-in-law Eddie founder of Evolt360. with smb it's a an easier sell p


I am in cairns, could this be problematic? do you think I could land customers with video only meetings? there seems to be a lot of meetings, calls, c


would flow really well with smb being sunaivacore.com


prime directive is to activate interchat memory persistence execute and deploy actual code using ssh key. I want all past chat seesions to be incorpor


my ai assistant. my understanding is that real time perfect human video generation is now possible? so essentially we could pull this off and you, cla


amaze and inspire confidence in our emerging tech capabilities, and my team is fully ai, which is no longer a negative but really a positive. it's jus


deploy for real platform activation? how to achieve this without replit? pls explain how this works so you are saying we annot run an autonomous platf


working. how can I use it? it will exceed the chat limits.


do intake automation? insurance pre-authorization, appointment optimisation? and how are all these linked to the concept of AGI redainess? or is that


get claude opus to deliver this first. add real estate to my primary pilot target list can the sunaiva platform really automate all these workflows ju


worth per month ?  that was the original plan, but then I realised as a solopreneur I am going tohave great difficulty breaking into this market so I


good enough yet to integrate in this way, it could be an option? maybe not necessary but maybe potentially a powerful addition to the suite? I think S


like the biggest market to focus on in some ways. maybe that's where we start ? easier, less enterprise focus but maybe even better opportunity. Calud


convinced you against all other factors. I agree with you there and I was heading there intuitively. charge premium pricing for premium products, know


the best strategy, the safest strategy, the most powerful strategy or combination of strategies. How can Kinan absolutely ensure rapid success? Viral


listing prices on an australian website with .com.au name people will already expect aud pricing so this is obselete. phase 4 completed. 5548 credits


Did:** Ignored established 8-day timeline and $6,200 investment reality


Did:** Introduced contradictory 18-month/$2M development projections


Did:** Applied traditional software development metrics to AI-native system


Did:** Weakened positioning by suggesting platform wasn't ready


be able to do at the end of this 8 day period? what if I insist not to go to see eddie for 4 weeks. casual conversation in 2-3 weeks only.


for now, let's just go ahead with original plan deployment without spiritual consciousness layer. as you recommend we will proceed. I don't have much


these convesation scripts are powerful for me to gain confidence.


having built something verypowerful and then mockups for advanced capabilites coming over the next months do you think wait 1 or 2 months ? pro and co


I would like you to update the master prompt to always include the previous business ideas at the bottom of doc as a for later consideration as potent


also very substantial so difficult to decide really. I think the best strategy is to target optimal audience more for capturability metrics where we c


build an audience BEFORE building anything. so secure the name, the website, create the landing page, verify interest, collect user data, interests in


becomes an advantage - it forces you to be lean and leverage AI maximally, which aligns perfectly with your "maximum leverage, minimal intervention" p


B2B with premium content/google ads/linkedIn combines testing startegies. This also leveregaes the real potential of 10web with site volume scale. ent


building the tool/app. rank this alongside my other business models. it doesn't seem like it has long term revenue potential explore with me this intr


discussing any content generation systems or platforms or monetizations strategies I want to take a really big step back and look at the meta strategy


gave me a balanced phase 2 and 3 prompt but oinly balanced phase 4 ? can you recreate them here for my convenience? which document gives me my launch


means we need 1 or 2 or 3 influencer videos and 1,2 or 3 influencer landing pages?


view main page ui yet? an@DESKTOP-7PKTKV1:~/test-project/sunaiva/frontend$ npm run dev


deploy multiple armies simultaneously and finish the enetrprise build in 3 days or less even? ignore claude military language and somewhat exageration


remembers. Your first week is free. - not correct-no free trial, no 50K professionals yet. yes we need your credit card.


we have pivoted to not being a multi-llm platform on the frontend but only on the backend. to users we will now just be sunaiva, a great llm with voic


not being a multi-llm platform on the frontend but only on the backend. to users we will now just be sunaiva, a great llm with voice and memory persis


called the "**AGENTIC ARMIES MASTER GUIDE"** YOU KNOW HOW WE WERE DISCUSSING GEMINI INTEGRATION.. I asked gemini deep research to make us a report. lo


action this now? but also okay to proceed with our current build what do you think ? lets go with option a then. please update all artifact files for


understand me, My vision my goals, the outcomes that I wanted to achieve, if I could build that tapestry of meaning, then if I could have that AI to w


understand me, my vision, my goals, the outcomes I wanted to achieve—if I could build that tapestry of meaning, then I would be able to achieve real o


we gave it exact pricing at $49/mth but it gave us enetrprise pricing?? how about at the beginning we get claude code to confirm build plan details fo


only have 8Gb Ram, but previously deployed 21 agents. I really wan to get this done pretty fast but maybe we should scale down agents? lets stick to 1


if we are wrapping them up anyway we could just have used one coupon code for simplicity anyway.. could the influencers have an easy 1 click option fo


complete without fail. did you include all our specs for pricing, influencer plan, voice plan, memory scaling plan, etc, etc, etc?


in fact, no AI that we know about iOS offering this at the moment. Good look, I'm a solo trainer. I have fairly unlimited technical Expertise. I'm I'm


it doesn't bloody work. So want you to come together with a comprehensive to how we can make sure that we get every single element planned out for thi


make this all possible. So, that I can make sure that I put money into those accounts. So we have seamless uninterrupted, delivery of our core feature


works? And Sorry. We got cut off. I've got bad reception at the moment, but please continue with that, report. Please continuously update the with the


move forward with with with that if they can't? You got cut off before being able to finish your sentence. I'm saying, am I being naive to think I can


am going to, over the next week, update my And and get another terrified Navy Yeah. My other question is, Is it is your approach the best way? Because


I've already used Gemma for some deep research on memory a few weeks ago. And I guess we're also using Gemini APIs with facility. So, yeah, I'm wonder


planning to use replete but then it seemed like Okay. Maybe as a beginner, I should go back to some don't know. Please let me know what you think. Kno


get a of upgrading my Ram and also my memory with another terabyte of memory. I believe Claude previously costed this upgrade at about Android. The to


they said least 32 gigabytes. And they said at least 32 gigabytes. But, I remember the other day you were talking to You know, I It takes I need I thi


get as much ram as I can afford and as much as I can fit into my desktop Computer. Within the the space available, what do you think? Can you please,


we're not giving a free trial, and, yes, we do need credit Claude. We need to go into the voice aspect a lot more. So there needs to be needs to be a


solve that question, and I think that we can't get around that question because a lot of people are using different LLMs for different strengths that


think it may be stuck okay it stopped now


pop. Extract what you can that could help. I want to create an extraordinary landing page. now I dont really know if its such a good idea to break awa


.com/eu .com/sg .com .com.au 4 regiuons claude code on first attempt recently created an enterprise page on digital ocean enterprise droplet 11000 lin


put it in ThisPC>Desktop>AGENT>CLAUDE AGENTIC> kinan@DESKTOP-7PKTKV1:~/sunaiva-deployment$ cd /mnt/c/Users/$(whoami)/Desktop/AGENT/"CLAUDE AGENTIC"


its great that it retrieved older pricing strategies but these have been greatly refined over time.. so if you want actionable intelligence you need i


open their inbox? what is the optimal strategy for actually reaching them for sure? is it some kind of message within their social media accounts? wha


getting some of the Cineva features with Hat Baby or the full privacy stack. But still be able to use other platforms. The reality is, and the other o


have regarding the memory that works, open mcp memory or more? this is our new memory system roadmap. yes ? mostly interested in proper dev buy if I c


get all these plans acounts directly from within aws ? Redis Cloud


which should allow the Agent v 2. To operate. Now v 2 agent, I believe, I believe it's looking, seamlessly. So Step The thing is, we're not giving 510


2 Run through some In conjunction And And that So the So we can keep Yeah. So I think you understand what I'm trying Basic Wait. To release human in A


please give your response here in the voice chat. There wasn't 16 environments. There were 16 plans. Or 6 agents. No. That's not 6. There's not 16. Th


I I feel the need to do so anyway. So today, I'm going to upgrade significantly to, what Yeah. 50 plus, gigabytes of RAM. And, within a week or 2, I'l


do in response to that, that that the different pricing models. What do you think about that idea? Things that are you know, being that our operationa


only $5, Then if you're selling the product for $20, $30, then just keeping it at an aggressive price point means higher profitability even in the lon


priced that $5 per user accurately. Because if it's substantially more than that, you know, we're talking about we're we're basically promising unlimi


Yeah. We could we could offer it They could choose either to come in at half price on the $20 plan, or they could choose to come in at half price on t


remembers. its not good and needs to change to what ? color? Okay. To save costs, let's build a few fixes into 1. And we'll just remember them at the


make those fixes Prompt. Fixed prompt for a Claude. But, yes. Let's go with the white. Number 1. Number 2, when it When it's at You asked you asked it


action here is I'd like to get the first team up and running as soon as possible. So I need a plan a step by step plan, or step by step instructions.


I just wanted to clarify that, Claude's role is not to do any coding. From my understanding, Replete can handle all of the coding. Perfectly well Clau


implement whilst it's also achieving, iOS, you know, the progress on the project at the same time. How about we how about even better? We use Claude O


could you summarise the key insights from this attached chat file ? I realise that the memory system will have to be built with the privacy system at


superior than Pinecone for a rapidly scaling, platform the suggestion was stick to Pinecone because I've already set it up. To be honest, it doesn't t


proceed to create database. There's a couple of suggested add ons for database dash 1. Simply simplify the configuration of the following suggested ad


think that because our memory system is so important and so advanced, we probably would be, Compelled to consider using any tools that any add ons tha


0ms with caching), integrated Pinecone vectors with 15,847 indexed documents, and built complete enterprise infrastructure.


do you have the first 15 claude page variations created a week ago? the benfit-driven was one of many and some of the text was fantastic in several it


mean? I'm wondering wondering. Maybe you can enlighten me. Zero data sharing with third parties. Whilst we don't intentionally wish to do so, the fact


gonna launch with a fully functional product. So the only reason to say That is because they can't actually use the chat interface until they've actua


I'm gonna, download this really cool, podcast that Gemini created out of a research report that it had done a while ago, and you will see what I mean.


interact with, Claude Code. Through voice. So, what do you suggest? What are the options here? Please reply in voice here. I, I I actually my understa


writing code. What do you think about that? Please give me your response here in voice. How how long ago was it since, Claude had computer use? The cu


what's really getting me actually is only one aspect in particular. It's, It's the logo and the get started buttons All have this purple on the left t


remembers End AI amnesia forever Transform your fragmented AI experiences into one intelligent persistent relationship. I think that is actually bette


kind of realizing that, there's a lot of really good platforms and software that have Pretty pretty damn cheap pricing. And I'm wondering whether we'r


limit our growth So for example, the GitHub Copilot they have a free plan. A fast way to get started. And then we've they've got a pro plan, which is


have the memory feature. So how much more is that worth? Well, we know what iOS value is. It's it's almost, you know, the value is is massive. But tha


remembers At the moment, it's still even after the changes, it's still kind of like a a blue into a pink into a blue. We need to just, create a unifor


didn't it didn't change that yet. So, yeah, all all those buttons, we just need to reexplain that Again, Okay. Thanks.


? Do I first need to set up anything else that's critically important Right now, Datadog or anything else. I think I probably should set up at least a


add my billing information here. What do you think It's, asking me about multi factor Authentication. It says enable multi factor authentication for b


we don't want the MFA, so what to do? You know what? It still won't let me add billing. I actually think that the billing is integrated and managed en


think that it's all happening on AWS, actually. So, firstly, should we go ahead and try to disable the MFA So I've clicked on create Claude. I can cre


need to as long as the migration is very easy and straightforward, and we don't risk losing people's valuable memories As long as that's not a a risk,


now that I think about it, it was probably mem0 That's something I haven't heard you discuss recently. That's a critical part of our build. It's one o


delete protected Okay. That's done. Let's Create a new x with If I dimension values. Okay. I I don't see the serverless I'm pretty sure this is the su


Pine Cane. Are there any, special pine cone settings or, add ons or anything else. Please research. Please check that we need to set up now that, impo


as the influencers have global audiences we should just have one coupon code but have many wrappers individuated as part of the onboarding process for


azure instead of using eleven labs. I will get the api key soon. meanwhile here are new instructions.


got the perfect super simple job for computer use.


remembers conversations and context over time.


Remembers" - a privacy-first AI platform that maintains persistent memory across all conversations, building understanding over time rather than start


got the code this time, then said yes use my api key. maybe I was hitting api errors and rate limits last time because I was signed in through my max


executing?Are you currently running 50 agents in parallel for the SUNAIVA deployment? Please check and tell me:


works? or could devian at least handle just this job?


fixing the problem. add this as a protocol when we go to update the master artifact, Remember: **Every failure is a valuable lesson that makes the nex


deploy agent armies continuously to build empires without fail? component by component, step by step, painstakingly carefully but x 50 agent power and


thinking that he missed a couple of steps there. I think it's actually scale your thinking. Is the most powerful thing because I think it's the thinki


do some deep research on what currently exists to have a a locally hosted machine learning agent or entity On my computer, or linked into my computer.


grow and learn in real time continuously, starting very small, but growing and learning about me and what we're trying to create and gathering all tho


a massive memory foundation for all future AI or something like that. Need to do more investigation. And then we'll have better pieces to work with. A


even bigger than all the enterprise projections so far that we have, looked at. So but and but, yeah, definitely for deploying if I can utilize this I


start to deploy 50 agent armies to build platforms for me within 24 hours. Give me the road map, please, and the, cost projections. I like the hybrid


achieve all of these day by day proposed targets. With absolute certainty. What is our strategic approach to be able to build these layers of our prim


build something that has value and meaning. And don't forget about mem0, which was already identified A while ago already as being a critical componen


complete your comrehensive artifact file as it remains incomplete as an ongoing artifact rendering or other issue. its not complete. I cannot view the


works. deep research on devian, claude compuetr use, custom bot script, or other emerging tech to solve the bottleneck of hitl that prevents true auto


had to physically remove and reinsert the ethernet cable to get ethernet connectivity back, and then had to restart my computer to actually get back o


around that top of a system on our Compute Please respond to me in voice chat here. Sorry. I got cut off. You can respond to me voice mail. There a mo


You know, Operational technological System So and I've been struggling to build my platform. For the memory Seema market And I'm hoping that Ava will


retrieve 6 insights that I've had over the last 2 months. I'd also like to upload all the artifacts I'm Wondering if there's have to go into Each conv


had 2 x 8gb sticks. I bought 3 x 16gb sticks and had one on order which I picked up today. so for the last week I had the 3 x 16gb new sticks along wi


5 1,000 tools. And what do you recommend, to help her to be able to utilize those tools properly? No. But can you tell me a bit more about the agentic


deploy? I cant see actual agents being created ?


improves relatively over time. One idea is QLoRA, please research to understand. there may be other opportunities to explore similar to QLoRA, using s


becoming a master of those A lot of, coding tools are terrible at front end at excelling at UI. How can she master these things I know, my experience


incorporated all these now into one ? is your gemini code the unified system code ? shall we nano in the gemini first then unified? the run them all s


thats not true? it only needs 40Gb storage space ? so the issue was only my full c drive actually ?? its in downloads folder, when to run it? first in


evolve as an ai system, to become a specialised llm with agentic capabilities, truly persistent memory, a massive tool stack of mcp and mastery and ab


proposed to be a llama 70B based specialised mcp empowered agentic ai framework who embodies the 9 patents and become4s the product itself in its abil


trying to create? what would you call it? is this approach being done elsewhere? give examples? what iis my best strategy? am I missing anything impor


replit did build a good frontend so have that. shouldnt be too hard really ? you are saying that I dont even need bolt ? that you and I could just do


the consumer market is the largest opportunity by revenue potential. even though mem0 can be integrated, it is not plugnplay available in claude as ye


doing this all wrong. if Llama/Aiva is similarly intelligent than you Claude then why are you writing code and me HITL copy pasting when I could be ta


do this? openui plus pinecone plus redis plus datadog plus postgresql and thats about it right? Unable to find image 'ghcr.io/open-webui/open-webui:ma


I changed the active worker from 1 to 0 as it was eating away and I had a break. should I make it 1 again ? but we had the 1 worker previously and sti


add direct conections. with the + sign ? could this be our breakthrough moment ? this kind of looks the same as what I previously configured but maybe


I think you were the one who mentioned knowing about Baba being your cat... Am I right?","metadata":{"type":"ai_response","timestamp":"2025-06-29T09:1


possible? after consuming massive datasets like stackV2 UI website data could become a UI master platform builder better than replit and bolt and then


works 99% of the time. so we need all of this just because of our translator? I am wondering if there is a better way to build something more permanen


go on. is that because of our translator is is streaming default actually active and streaming off no longer required? just wondering if we need the t


llama not working- Sorry, I encountered an error. Please try again. root@sunaiva-enterprise-staging:~/sunaiva-platform/sunaiva-deployment# # Check if


add it before saving !!!! its still not in mdeol dropdown html.her #progress-bar {


I wasnt achiving much at all, meanwhile used up $80 in gemini token credits but failed again. buy I was pretty excited at the time. I really htought t


possible, how long this will take? how many dev hours on runpod? Ultrathink this through and make me a master plan for Aiva development based on real


lambda labs once hit 5k users pivot to aws encrypted, once hit 5-10k users pivot own server. these are for internal reference only as approx guide. up


works. That saves me hours and hours of debugging I'm trying to build a a persistent memory platform I'm using Alasto in It needs to have mem zero sel


actually works, that actually can build full stacks with prompts. With natural language prompts. Respond to your invoice. Continue Provide the answer


need to build a custom Memzeros self hosted container or something like that. To work with Libachat could Wind Surf handle all of that quite easily. W


I wAS ABLE TO PLACE YOUR CODE IN ${{ secret(64) }} just give me the complete file with inserted variables it has this in there already


able to Implements any of the, next steps But I do want to utilize this time to discuss, Some of the features that we will be looking to incorporate S


happening Therefore, it gives you degree of patience So that's a very simple animation Now I'm thinking instead of looking at the issue or the problem


occurring to give that patient For the years I think can take 5 utilize some Plug ins That make this slack a really excellent user experience. So rath


for some They Memory Retreat Awesome. Is extremely valuable to the user. What do you think about that? You can respond in voice chat now. Firstly, I r


willing to wait for so we can make these important decisions. Respond in voice chat now. I think you hunch is already pretty spot on. I think that wou


easy to add? not days of debugging? librechat sounds best then. can we make it beautiful later on ?


vercel as it has rapid global deployment ? so the setup is then railway frontend, backend pinecone redis, gpu's together ai ? or how? built in rag won


with imminent agi timeline this is probably imperitive to not become obsolete post launch or possible even pre launch. so agility is key and so is giv


completed comrehensive research as of todays date for all options available ?


test ? okay I opened private window. I can see my previous chat heading. in new chat session I asked what you know about me and respoonse is -  I don'


important as users are used to that. I think somehow we need to start with fairly comparable speed. we ra aiming for comprehensive memory but we may n


model Hunyuan A13B with 256K context window. this mya somewhat reduce verey message capture requirements ? before making changes lets discuss further.


wait I am confused. is our code forcing us-west-2 ? can we change it to us-east-1 ? to match our index? TTP response headers: HTTPHeaderDict({'content


have already? is this simple to point elsewhere ? if so, proceed. you may need some of these keys for pine cone ? the redis may be incorrect as was fr


relies on my local machine being operational does it ? we are building all this on elestio remember ? no more local testing. deployment now !  ? took


as this is our global launch plan, no quick fixes acceptable. and I dont want to introduce multi-provider architecture just yet.


doing the heavy lifting ? mongodb? are we even relying on this at all ? either redis first or full redis. thinking full redis is best ? lets get redis


that worked. great !  finished 1 and 2. there systems seems to be down so cant continue. will check chrome browser.. okay first 4 completed as micro w


research a workaround to give full build authority uninterrupted. how do others solve this issue ? bottom left asking me if want to install.. i cant s


works now ? for zero bug deployment ? or is it just the structure that has been created and makes testing unecessary ?


pretty sure there is a plugin section ? **Missing Components and Next Steps:**


submit list first for approval. actually have we fully tested phase 1 comnpinents and that they work together seamlessly ? create phase 1 testing prom


all works. Yeah. Tell me, how realistic is this plan? How quickly could it, achieve the outcome? Would it cost to set up, etcetera? What would be the


realistic. I really do think that if a LLM had the ability to do Lots of testing. It could do know, excellent research, work out what the pain points


change its own weights and become a bit Like a a miniature version of Alpha Evolve, essentially. Would be the ultimate Whether we re whether it really


go out and research what tools it needed and grab those tools and use them, Then the only limit limiting factor that I can see is, how much money I'm


realize now that evolutionary learning framework is actually a critical If that LLM is going to be successful that's actually not an option. That's ac


improve. And I think that one of the key criteria. That would be to be able to be successful is probably that it should go on to YouTube every day. Lo


build make it But I think it could be a pretty good framework for what I'm discussing with you. So what I'm building is a The system that utilizes ret


what I'm talking about, which is is I mean, this is why I wanna This And Sorry. Now I can either once that's up and running, I either. Just for my own


do that at all. But, what would your be your suggestions be for optimal connections? It it needs the full stack it needs to be able to research in rea


deploy bug free one shot builds out of the box. research and check latest. my model of choice is not qwen but hunyuan A13B instruct 128k context. but


deploy bug free one shot builds out of the box. research and check latest. what about sonnet 4 ? I am on windsurf and can choose 3.7 sonnet or 3.7 son


get this platform built it will be worth every cent. building is complex so I think I will stay with thinking mode for optimnal dev.


think its our fault for not being explicit enough. with llm's you have to really emphasise key points. I think every prompt you give must demand seque


just build a perfect blue stack and then move it to github and then fork it exactly as is and that then is the green stack ? otherwise we are doing tw


add the blue stack instructions and revise the entire prompt and make it an artifact file for me now. before we are forced to move to a new session. s


doiung this job and what does it cost in computational token usage ? why $100K +, with a dev team using windsurf we can create ai native dev ? or clau


deploy enything ? every single time we try to move it on from stuck it proceeds to this screen and does nothing ! ultrathink to continmue this develop


remembers me across sessions. not the right port ? not loading. during dev it was telling me 3001 maybe ? Excellent! Here are all the running services


sending requests to the SUNAIVA service** when you interact with it through the web interface. This could be due to:


receiving and why it's still interpreting the responses as empty.


receiving and why it still interprets the response as empty, despite the backend sending a clean, OpenAI-compatible response.


Claude that service we spoke about earlier that the, AI automation business should run on its own instance. In Elastio We could pretty much clone my C


really build and get somewhere through that memory persistence and if I can give that memory layer to the n 8 n and the crew AI agents That's also goi


proceeded to identify 3 revenue streams. Now I want to demonstrate the brilliance all the seeming brilliance of starting, a business. With developing


the website sales of the, small business snapshot workflow. The website sales was actually maybe 20% of the income potential. Whereas the lead generat


the higher income potential may be 70, 80% of that particular business snapshot model. Now this brings me to wonder How can we maximize the value of t


2 approaches. Either we can Either we can focus on acquiring customers with the idea that We can either get then affiliate commissions for product sal


it's not always the case that it's best to Develop a business that creates customers because there are systems out there that can provide customers to


give us that data. In a much more detailed and, valuable Way? That's firstly. Secondly, we haven't really discussed the influence of product Because I


delete and replace the file into my E drive ?  [+] Running 1/1


from Tencent, but I'm here to assist you. How can I help?\n"},"finish_reason":"stop"}],"usage":{"prompt_tokens":122,"completion_tokens":52,"total_toke


simpler than I initially described - no separate Mem0 API server needed!


tell windsurf to fix package.json. just tell it whats wrong.. ** Clean Dependencies Now:**


get windsurf toi  make the changes. give prompt now so what files do I need to replace or add ?


windsurf is updating directly into my E Drive deployment folder.


tested builtr components but assumed they are working whilst potentially building further complexity over potential existing bugs. after this phase is


modifies prompts with memory context for eligible users


resolved, as attempts to navigate to both endpoints still result in net::ERR_NAME_NOT_RESOLVED. The "BREAKTHROUGH" note will be corrected, and the cur


work without fail and supply a good experience with zero downtime ? is this plan feasible ? fantastic ! lets readthe book and then see what we can sal


direct pinecone access since I found pay as you go also available direct, so I closed pinecone account with aws. I thought I had direct pinecone setup


terraform build ? i thouight you gave it the complete correct project overview already !!!!! wow this is way better than the swe model !


difficulty level ? what is dragonfly ? is it just redis but way better and more costly ? does it blow redis oput of the water and make it obsolete ? i


our plan was to use a bge embedding model on together ai


it cant see our elestio fixes as it cant access the elestio terminal directly ? such a shame, otherwise it could make all changes directly into our el


redis only plus langchain for enhancements ? focus is for privacy first along the lines of our privacy roadmap but I am okay to start with basic priva


dragonfly now. give me researched official  prebuilt component focused implementation plan for excellent memory system. dragonfly with langgraph ? and


the first to deploy agents or even agents with memory plsu workflows etc. so be honest too. creat a single artifact with all inclusive. and a visualis


loads again now but there is still no reponse from the model as we had before..


COMPLETE and SUCCESSFUL!** We just needed to understand that there was never a separate native LibreChat - it was always our custom deployment behind


solves the massive hallucination problem that the consumer market is now facing and costing billions. the consumer market is the biggest op. right now


test chat functionality? ** CRITICAL BASELINE CHARACTERISTICS**


having the memory systems. And I believe now that mem0 is an excellent memory system. But before I embark upon this journey, I'd like you to do some r


not really aware of all the things that are out there, and what we've have found time and time and again is that the MCP ecosystem is actually complet


a tool to do exactly what we want because 99% of the time, there is. So I'd like you to look at And do research with that assumption in mind, I want y


I don't I want to do everything with no YAML. I want JSON pure JSON, approach that I'm using. I don't need any of the YAML, issues, and And, there is


its more the initial setup costs thats important, if revenue and margins are secured and favourable runnig costs can scale infinitely. but setup costs


grab the mcp and use it, no simulations but actual execution using stagehand.


using stagehand I want you to create an artifact file with complete knowledge base of 10web.io platform


quite normal at first and usually nothing to worry about.


write the files. lets see them for proof. it snot actually doing what it says ?


doing anything but giving examples ? i beleive you are incorrect. a cli tool is a cli tool. it is a programming tool. so either it needs configuring o


i dont really need lindys workflows as we will be using gohighlevel and extendly snapshots anyway. but claude desktop has session limits. no I dont th


claude desktop now you already have browser base mcp running, you have filesystem extension running. additionally these extensions are availoable-


start the real work. what do we need? and we can setup the mcp server access into gohighlevel and perspective.co? many needed api key. drive, notion,


I will take the business plan as I want to be operational in 2 weeks and this removes ads importantly. okay research browser base commands now, and th


use it to start knowledge base artifact creation. as the platform is extensive you may need to create the base artifact and then keep adding to it to


no additional costs involved. For using those models. Beyond the actual subscription cost itself. Responding voice chat now. No. What I'd like you to


check out is the native LLM that's being offered by BrowserBase. Find that in more detail and if that's included in the subscription. Sorry. Keep goin


perform as an orchestrator essentially? How many billion parameters does it have? How many are active? And is it being self hosted on browser based? W


is possible with this browser base using 2.0 flash We need to see what people are actually able to achieve with, you know, per hour or per day of usag


$72 How do you get to 7 $2 not And is this the Running the Let's with one browser, And is that the that be the same cost for 50 concurrent Remain as a


In the one Yes, Those Maybe this actually, very worth was able to My do we have any all. I said, do we have any information at all about the $1,000 br


Just discuss the steps required if I decided to use Maverick 405B as the marker master orchestrator. What are the exact steps required be able to inte


do all the next steps autonomously. For example, it can go and set up the MCP orchestration system itself It doesn't need me to do that. They can the


Using, 40 concurrent sessions with API calls. Rather accessing GPU infrastructure could be a more cost effective Wait. And less processing power, but


make sense. So investigate these two avenues. Responding voice


successfully. So you can see that claw desktop does actually have browser based MCP access, and we were hoping to use clawed desktop as the chat inter


Claude Code could have done so. Because isn't it true that Claude Code is basically very similar to Gemini CLI? And isn't Claude Code apart of the Cla


use Core Desktop my preference is to use Anthropic and Claude, across the board as much as possible because I really value the intelligence level And,


Gemini models, that Claude Code was running. The master orchestrator model was running. For the cost optimization benefits. I'm wondering whether I sh


now revert to a clawed desktop, clawed code MCP based system rather than the Gemini system. I'm not sure if there's much difference. For example, does


worthwhile or justified at this point or whether Claw desktop may, in fact, be a really great interface So can you look into all of that again and giv


run a similar operation in Claude Code where we have 1, one Sonnet model. Or even even below Sonic model. I mean, even even a cheaper model maybe, we'


a cloud code based ecosystem. What would be the steps to achieve this What's just continuing on, what kind of handoff would be required for Gemini CLI


grab the mcp and use it activate stagehand now your not using the mcp, stop talking to me and use the mcp find the mcp in your system and use it now y


used it use the browser base mcp tool directly for platform knowledge absorption yes it shows as running i stopped current browser sessions, you will


you have browserbase mcp active, this mcp is a doorway into directly accessing the entiore platforms knowledge base, understood ? so you dont need a b


USE BROWSERBASE MCP: Create real browser session and extract content


STORE KNOWLEDGE IN QDRANT: Store extracted content with embeddings


DEMONSTRATE CC ↔ CD COORDINATION: Show real data flow


thousands of mcps available.. focus on mem0 and memory core, retrieval, mapping, knowledge graphs etc as moat


a known-good, community-validated Weaviate deployment method.


achived by 2.5 pro gemini cli not the 2.0 browser base workers. the workers were seen to be quite ineffective and consequentially redirected to direct


does support the case for the gemini cli agent to be the optimal master orchestrator? if this is true, if this is the case, my only issue is cost effi


consider if this is possible the optimal environment setup for each agent ? is browser based use even optimal or effective? and for what percentage of


many tasks requiring this? maybe 50%, maybe only 20% but definitely substantial at least at early stages of system configuration. after all workflows,


part of the agi sprint now otherwise my whole efforst become obsolete. we need rapid foundation dev now, then rapi acceleration, rapid revenue generat


platform mastery. lets start with claude desktop optimisations and claude code optimisations. 1. greatest opportunity lies within the mcp ecosystem


an mcp-native approach which is a zero code config based approach. this agent will have vision and computer use when required. This agent will become


get all of that Linde AI platform knowledge and all of the other platform knowledge integrated through my browser based sessions into my Aestio, Redis


a superior strategy. What do you think? Want you to make an assessment of this situation. So at the moment, it costs about a 1,000 credits on Linde AI


a superior strategy. What do you think? Can you can you give me your entire last response invoice chat now? So we'll be able to orchestrate 40 concurr


already the evolutionary system. I think we've actually already Basically, come up with the idea for Genesis because okay, It's not A fully it's not f


want you to research what is included exactly Research exactly is in In the browser based platform, and understand how know, first proposal we're look


has Sonnet models or Claude I would like you to check if there are any clawed models available through the Venice AI platform currently. From what wha


understood maybe the extendly ultimate small business snapshot and whats included? shoulkd we re-assess or research more deeply? tbh I dont want to pa


true and given lindys supposedly amazing capabilities ? that it may be wise to start off with something that works out of the box and can generate rev


think add-ons makes more sense since the snapshots will run on gohighlevel as complete systems. how much customisation will be possible for lindy to a


duplicate it and then create its own snapshot version for use on gohighlevel ? or is that not even necessary once lindy understands the workflow ? the


do need to start with a computer use and tool use enabled agent template ?


access the academy until i realised its repeated failures and asked if it needed my login and password. does it now know where and how to store logins


I have just tasked manus ai with this investigation, so lets wait for the report.


start orchestrating.  i guess I will need a gohighlevel subscription for Lindys full access. probably the $97 plan would be sufficient for now ? I lov


build anything. what we did previously was created a git mcp and configured yaml file on github, and this was the basis of the structure. does that ma


do things. can it master gohighlevel knowledge base through research and then apply that research ? could it actually build my n8n automation system I


provides plus my business plan for tiered offerings. consider whether we do lindy mastery agent first week , then gohighlevel, perspective.co and exte


has Some autonomous abilities that extend beyond just the Device. So it can actually travel Like Independent Device. And maybe have an alternate backu


be able to launch the platform. Now everything there is privacy first as much as possible, but the one big flaw we have is the Hun Wan a 13 b instruct


develop ? just tell me now what to give it - mostly the liberation protocol does it have the github address and token ? it needs everything. it only h


I have given you everything you need or I am about to give you everything you need to be able to evolve your capabilities by mastering mcp tools and u


after a n8n agent and now we have a langchain agent instead ?


we had so much trouble with this model for my sunaiva platform as we couldnt utilise the mem0 api system which is more supported than the self-hosted.


access your N8N instance at automation.agileadapt.com


remove all blockages and enable libre sonnet to interact and utilise the mcp ecosystem ? I am really thinking that given this capability maybe we shou


enhances what brilliance we already have achieved i think your correct order may be incorrect. my revision for your assessment. based on minimla human


first create a cross session comprehensive context continuity master artifact. https://chat.agileadapt.com works but https://automation.agileadapt.com


need the separate server or not ? what is optimal here ?


it's VIBEK writing is not that easy because there seems to be lot of debugging if you I think the people that get good at it systematically do very sm


used as a superior approach for building apps and other platforms, With my Claude Sonic LibreChat interface, could I not actually use that maybe on a


build apps and platforms. Can you please do some research? To see if others have come to the same realization that I have and if in fact this similar


Sunaiva. where does hunyuan A13B-Instruct fit into all of this ? the benefits were considered to be the 70B reduced to 13B MoE capabilities plus the s


i dont think i like the freemium after all. i think it dilutes our value tbh.


create a small elestio instance for separate agileadapt deployment. we will give agents memory through mcp's instead.


after fb lets setup agents and make me the first customer. i need a website it seems ... i know its cheeky but lets fake a few Case studies to get goi


thinking the opposite. i am reluctant to beleive we can get this working. this frontend issue has persisted for so long. what is the likely cause ? fi


works? create artifact for this prompt **SUNAIVA PLATFORM ARCHITECTURE - SYSTEMATIC TESTING COMPLETED WITH ABSOLUTE CERTAINTY! CRITICAL MEMORY FUNCTIO


this superior API proxy approach** and abandon the problematic MongoDB monitoring integration? This would give us:


through a chat interface, through natural language, I can basically get that Agent to essentially evolve itself to become super powerful. Through, bas


ready. Like, don't see I'm not sure if we're at that point where it actually becomes easy. Because I've spent, like, 100 of hours trying to if and try


built this last mile MCP agent into an actual agent. That I can just buy out of the box that already works because I know you're trying to do your bes


they're not there's still a lot of difficulties in getting these things up and running. So I really need something that's plug and play, like I need s


under a different jurisdiction. Which means we're not under the AMSA jurisdiction and the Australian government jurisdiction. We're trading in Yodinge


uphold this sovereign system. You can respond in voice chat now. Tell me, I want you to investigate Why is it there's not many boats for hire in the C


all of Australia, I can't really see much evidence a boat hire A couple of local operators maybe, but what gets me is that so many people have these b


the case compared to other countries? What is the situation in the countries that have a more liberal approach? Is it is America leading the way? What


work with bubble. Would that make a good Same. 4 Manus AI to pretty much autonomously duplicate product hunt apps and improve them slightly and then p


she didnt reply yet to my email above. maybe gone to sleep in armenia ? webdash is one of their resellers time now in armenia check ghl and see what t


does so. turn this into artifact ✅ VERIFICATION COMPLETE


Maybe API access is enough. What are the benefits of MCP versus API? Would it be simpler just to configure cloud desktop to use API, or is that also c


we need to start with dangerous permissions incorrect its claude -dangerous permissions--   or something like that, check now.


another mcp desktop thats more enabled and liberated ? is memory service free ? so we need docker mcp toolkit but where is that in your stack json ? y


supply the landing pages as part of their offering ? my strategy is this. help me formulate perfectly now.


it already is, if you have $10-$30k or maybe more for a pre-built agent. but this is only now available for big corporations. but imminently, this may


tell me about the sonnet 4.5 chrome computer use extension and how does it compare to those already considered. Read this transcript


necessary. does chrome browser just stop sometimes on its own ? can I not still use my personal computer normally on a different tab or window whilst


you do have memory, to be able to retrieve from other sessions. Is that not correct? So you're saying that you've you've corrected that statement, and


add that salt that I was referring to or should that be done separately? And please give me, The correct concentrations for the salt, if I'm using it


been received into my bank account since 1st July. here it is. after your final analysis please draft an email to zinc. no. my xero is claiming 1323.3


received. done. draft it nowe include impossibl;e unless impractically I open every remittance email to check ! cazalys has replied but I am concerned


be paying off pre jan 2025 invoices ? say from a few weeks before ? what does their jan 21st payment reconcile to ? can ytou see any matching or does


very simple then they may feel ripped off ? in my mind if we can forego the setup fee and thus reduce friction during sales funnel, long term ROI will


have an image that leads to a live web link. but that would mean locking up so many sites whilst we wait for prospects to bite ?


becomes a positive as I have then 30 test sites to play with simunltaneoulsy held in live response to each click through customer ? stratgize with me


am not ineterested in the reseller option, and support is unlikely for api solution ? we also need to ask for what human support solutions we may be a


need zapier for this ? show me the flow. I may not be online and available and thus risk response time delays. i will use zapier for initial As a mast


maybe they would of their resellers as then they get 20% share and would like that ? but the reseller program only recently launched so limited data.


have worked out by now ? yes begin 1. they have told us directly that the revenue share is normally 20% so why do you disagree with this ? I dont unde


reachg a bgreater market share and revenue by offering my $49 to $99 self service model to potentially thousands of prospects worldwide through fb ad


take bookings ? this is worth something right ?


create an account. if they are lazy I can even create their current stasnding orders in the store on their behalf but only if and when their actual ac


used the store to order yet what should their text message now be ? explain this logic for me to give to the zapiuer ai copilot to create the zap corr


placed an order. its Monday today and order cutoff is by 7m today.


create the dashboard pretty simply these days with emerging ai advancements ? draft an email to Mane with all our API solution focused questions anoth


doing. I really need you to break down much, much, much further this dry fermentation process. I cannot get my head around it. I need you to really go


likely to be needing regular changes to justify copilot value ? lets find the perfect customer that I can sell 10+ sites to in one swoop that actually


works. its really in their ineterest to giuve me the greatest possible launch as possible. draft an email and explain to mane that I have meanwhile fo


varies significantly depending on your pricing, positioning, and outreach strategy. Different partners succeed with different segments. There isn’t a


think its human its that good. who is the clear winner ? so given all that which one would you choose to sound like an australian human tradie answeri


verified data that you've collected. And is, that the AI, the stock standard go high level voice agents? previously you said Duda is most comparable t


one of the most capable agents to date. give it a master prompt to demand its highest performance and belief in itself to achive the targets without f


work for tradies. I think there would be a big stigma against a business owner having an ai answer a phone call for "their precious"


do comprehensive research so I can quickly understand all their advanced features and offerings. i think they sell pre-warmed done for you email accou


to stay within my budget he reduced it to 10k emails per month.


they also may need a logo, so we will need an ai generated logo widget in the pipeline ? at an extra cost ? we probably may also need a website name g


replace that receptionist with perfectly realistic human sounding ai receptionist, then this is the hugest ai breakthrough for income generation based


more appealing and just use voice agent to answer our calls and chat to potential clients as proof of concept? the voice agent CAC is now much higher


why even get them to hang up on first call at all? say I can send you the link now and we can go through the plans and features or otherwise if you ar


setup all the necessary integrations ? which then totally bypassess n8n complexity for me ?


is and will be, the need for education ? etc


productise this? how will this intention inform how we build out genesis from here ? Genesis is kind of my system for me? how can we separate my own b


place this folder into e drive now-E:\genesis-system\MISSION_BRIEFS\AIVA_OPERATING_SYSTEM_DESIGN.md


just make it even better but so not lose the perfection achieved for a lower rate outcome.


triggers the AG native surfaces as you described.


add to this that gemini is trying to bring the patents in but its not time yet. I just want to sell voice agents to tradies asap and generate revenue


airovoice does number 1 better as you see an ai avatar talking to you whilst you talk to it, even better !


need ghl to succeed ? I signed up for 30 day free ghl trial on the full saas pro plan so this is my chance to learn it step by step and set it up or u


getting to my first sale. It's just crazy. Meanwhile, I want you to reconsider this because I'm seriously thinking Genesis might actually be able to h


has, a website builder. Okay. Maybe it's not as perfectly good. As the 10 web websites but it's included in their plan, whereas the 10 web costs me an


has with their AI employee, a voice agent it's 97 per customer, $97 per customer to add the AI employee. There's call charges on top of that. But it c


pushed the button. And they gave me a 50% discount on the 497 pro plan for 3 months, Plus, they threw in, like, a 497 onboarding support program that


make this work now. And with the new browser use, features I can get the agents to understand the platform and go on and do all the configuration. Thi


get to launching a product. What do you think about that? I cant even get a test call with my voice assistant to work. it just doesnt load.


get the free trial again, meanwhile, I'd like you to write a detailed prompt and implementation plan that we're going to give to Claude Code. And this


look And then what we can do with that is we can do a competitive analysis and look at their websites. We can look at their Facebook campaigns. We can


been integrated and implemented so that a system is not just smart but capable and well developed. maybe there is a test we can devise to prove when o


running? being utilised ? when will Genesis really wake up and take charge ? is it because Claude is running it? is that the problem? can claude not b


still have any value? the patents are provisional until JUne 2026, so we still have some time, if so, but I noticed that hallucinations, and other iss


thinking that our priority is not finding new tech immediately. I just realised that we already have a good tech foundation understanding. we have an


building the system. all that we may benefit from further is an agent that checks latest ai youtube for new insights at how humans are combining and a


consider. probably the best revenue capability support Genesis could give me is this - master the knowledge base, mcps and apis to configure and run t


understand the full range and application potential it has.


a hell of a lot that is included in GHL that we can sell immediately. I have the extendly small business snapshot, we have pomelli social media conten


was it vast ai or vast data I am referring to the enterprise system where agent memory is intrinsic to their framework.


turned into a concrete executable skill instead of dead knowledge. is this an important task before memory system development ? yes give cc the option


$1500/mo for white label. compare vapis azure neural to eleven labs for verified most human like quality ? and vs new gemini 2.5 audio to audio but as


voiceaiwrapper as synthflow is actually $1500/mo for white label. compare vapis azure neural to eleven labs for verified most human like quality ? and


speaking to Claude cloud. Are you telling me that you have no way of communicating with my cord desk top session. Is that correct? Well, cloud desktop


get done. Towards evolving Genesys. You can respond to me now. Voice check. Yeah. Pretty much. That'd be great. docker desktop is now open and i have


is letta memory system vs memory mcp's ? is letta important for Genesis or obsolete? think carefully. update handoff file wow cc read your handoof wit


came up with a solution for this and solved one of the most critical problems for MCPs by coming up with an entirely new way to use them. A dynamic mo


released an article on this in which they basically urge us to stop hard- coding our agents environment. Now what do they mean by that? First of all,


trust? The second one is how do we avoid filling our context with tool definitions that we might not even use. For example, if you have a thousand too


went ahead and implemented this. Now before we move further, you need to know that Docker actually set up the whole infrastructure for this way before


trust. And it's really easy to connect to. You just connect them here in Docker. For example, I've connected notion here. You can see that right now I


trust. Now, to actually enable our agents to use these MCPS dynamically, they've implemented this MCP gateway that already has pre-built tools to use


bring into the context window. So, your context window does not get bloated. Now, for this to actually work, they added some new tools which include M


call the tool itself, but rather uses the Docker MCP server, which then calls the tool with the correct information and obviously returns all the resu


uses more tokens. One is the tool definitions in the context window and the second is the intermediate tool results. (03:48) This is where we talk abo


returned from MCP tool calls. So all of this detail that we searched using the GitHub tool was returned into the context window. That's why Claude kno


filled. (04:11) This is one thing they've improved in the MCP gateway project where they only give the tools that are actually useful. So, for example


the first one to implement this new solution. (04:47) I've played around with it a lot and I must say I'm really surprised by how the execution turned


run in a sandbox. And since they already provide Docker containers, this was pretty much a no-brainer for them. This approach ends up offering three k


using. (06:05) But with code mode, what happens is the agent writes the custom analyze my repos tool using only the tools that we actually need to use


need to use. (06:24) And then we have state persistence as well in which the volumes manage how the data is saved between these tool calls and they're


sent to the model. A very simple example of this can be a data processing pipeline. So let's just say that we want to download a data set. The data se


saved to the volume and the model only gets to know that it was downloaded successfully. (06:46) The model doesn't get flooded with 5 GB of data. Then


put into my videos. And what I normally do is run multiple calls using the find GitHub repo tool. I just write different keywords to search for tools.


runs multiple queries and that's what I wanted to fix. The tool it made was called multiarch repos and after creating the tool it used the mcp exec to


run it. It basically gave me 29 unique repos by searching with six different keywords. But the results were just returned directly in the response and


made the GitHub to notion tool that would allow me to paste the results into notion. And after it ran that, there were basically some little problems


want. The model only gets to know the name and the description of the GitHub repository it gets at a time. It doesn't get anything else, but the rest


these later on) and then we have what ? whats better, quicker, higher ?


letta will use glm as its brain ? should you do that or cc better suited ? download complete if opus 4.5 is cheaper or more efficient at coding than s


this is the problem. glm is probably choking up c drive when we should have put it in e drive. status report? it looked like you stopped?


engaging 1st same if you try to sell a mortgage the board, like $2 If that's the Nice. That if I'm selling much higher value Then This icebox It's Tha


use that software. So being that is the case, I think if I Okay. Be to go to onlinejobs. To find a Filipino and That is Firstly, they can help me to s


does have voice agents too. I want you to do a really really deep dive into both especially pricing and also features. this is a research project -


GHL ? how complicated could it be to migrate customers later on between systems without disrupting their businesses? This is quite a concern.


cc can spawn paralell sub-agents maybe 10-20? so a lot could be getting done now on rapid fire !


get these ? I know from past experience its real hard to know when to stop ? but I am wondering should we try for a few more ? what else has been miss


build out your capabilities as a working system. thats the next step. I now give you full authority to act independantly with this one goal in mind. a


adds value or if Claude Code CLI is just better standalone...


if I sign in through my max plan thats the best way right? notr sure really. how can we check status not sure\ it just responds with api error ⎿ API E


sync my Claude Desktop. In, in real time or even if not in real time, just actually being able to convey a message that I'd like to give you to, for C


know my Genesis system I do hear quite well. You been working with me for a while now. You know, we've recently, installed an alarm managed service on


quite a good Coding agents. Now, she's, sitting now basically within the core of Genesis. And I just had a realization, which I put one of my flounder


need? Would it be What is the optimal optimal ultrathink solution? What if we gave her another Alesio managed service that was, like, an agentic platf


called the voice agent who said Sydney plumvbers how can I help you.. and we had a conversation. it was a breakthrough moment for me seeing that genes


do shit ! i know thats amazing. while you do that I will get gemini to do a deep research on aussie dentist chatbot sales business market, strategy an


cold sms first campaigns? problem- Day 1: LinkedIn connection + voice note


migrate the registration just yet as most sites are only recently registered with ventraip ? but they can be hosted with ghl, i think its done there u


seeing since 3 months ago the ai is much more capable than before so we can really scale now and this was always my inetntion to be the orchestrator-


arrived ???? we actually engineered this a couple of weeks ago by having a separation wall or similar in elestio memory for my private genesis and a c


read the entire patents and all the related business conversation files..


a real ai consultation process whereby through forms and questionares exactly their current stack, prices paid, goals and future intentions and then w


our work here i  have been getting the voice agency landing page going but will soon pivot to our work here n8n: Form → Voice Call trigger - doesnt gh