More work on my AI Agent framework (Drought)

all right this is my daily update for my all right this is my daily update for my all right this is my daily update for my build and public log it’s January 25th build and public log it’s January 25th build and public log it’s January 25th 2025 so I I shared this this uh diagram 2025 so I I shared this this uh diagram 2025 so I I shared this this uh diagram yesterday in yesterday’s video to yesterday in yesterday’s video to yesterday in yesterday’s video to illustrate the illustrate the illustrate the uh the amount of work I’m really putting uh the amount of work I’m really putting uh the amount of work I’m really putting into this agent that I’m working into this agent that I’m working into this agent that I’m working on so I’m trying to build kind of my own on so I’m trying to build kind of my own on so I’m trying to build kind of my own framework um and I shared this yesterday framework um and I shared this yesterday framework um and I shared this yesterday this is essentially the uh the framework this is essentially the uh the framework this is essentially the uh the framework that I’m trying to get that I’m trying to get that I’m trying to get to uh my goal is to uh my goal is to uh my goal is to really become like a leading expert to really become like a leading expert to really become like a leading expert in building AI agents the only way that in building AI agents the only way that in building AI agents the only way that that I’m going to actually be able to that I’m going to actually be able to that I’m going to actually be able to accomplish that and and share my accomplish that and and share my accomplish that and and share my knowledge is to not use somebody else’s knowledge is to not use somebody else’s knowledge is to not use somebody else’s framework but try to develop my own very framework but try to develop my own very framework but try to develop my own very simple framework simple framework simple framework first to to first to to first to to understand why why did these other understand why why did these other understand why why did these other people who made their Frameworks why did people who made their Frameworks why did people who made their Frameworks why did they make the decisions that they that they make the decisions that they that they make the decisions that they that that they actually did you know you you that they actually did you know you you that they actually did you know you you got to go through that that learning got to go through that that learning got to go through that that learning process in kind of pain of building real process in kind of pain of building real process in kind of pain of building real life uh highquality powerful AI agents life uh highquality powerful AI agents life uh highquality powerful AI agents to to fully understand the whole big to to fully understand the whole big to to fully understand the whole big picture you know why are they written a picture you know why are they written a picture you know why are they written a certain way way like what why why are certain way way like what why why are certain way way like what why why are there complaints about some of these there complaints about some of these there complaints about some of these Frameworks so part of that is uh me Frameworks so part of that is uh me Frameworks so part of that is uh me learning but also part of it is just me learning but also part of it is just me learning but also part of it is just me simply trying to build uh really high simply trying to build uh really high simply trying to build uh really high quality AI agents that really live up to quality AI agents that really live up to quality AI agents that really live up to their promise their promise their promise so anyways uh I made really good so anyways uh I made really good so anyways uh I made really good progress this last uh 24 hours or so progress this last uh 24 hours or so progress this last uh 24 hours or so I’ve been working hard I’m really trying I’ve been working hard I’m really trying I’ve been working hard I’m really trying to push hard to uh finish this by this to push hard to uh finish this by this to push hard to uh finish this by this weekend weekend weekend um so I um so I um so I got this part done fairly well I see got this part done fairly well I see got this part done fairly well I see when I see when things go wrong and I I when I see when things go wrong and I I when I see when things go wrong and I I definitely definitely definitely log errors of course and it’s creating log errors of course and it’s creating log errors of course and it’s creating the the the events but this part has proven to be events but this part has proven to be events but this part has proven to be just too much work to to finish this just too much work to to finish this just too much work to to finish this weekend I mean just straight up so weekend I mean just straight up so weekend I mean just straight up so basically I you know like I said I basically I you know like I said I basically I you know like I said I shared this yesterday but my my dream is shared this yesterday but my my dream is shared this yesterday but my my dream is to get to this where you know you’re to get to this where you know you’re to get to this where you know you’re actually logging to like a database or actually logging to like a database or actually logging to like a database or some kind of storage and uh every week some kind of storage and uh every week some kind of storage and uh every week you can go over all the errors and you can go over all the errors and you can go over all the errors and figure out um like what broke what went figure out um like what broke what went figure out um like what broke what went wrong and come up with a solution to to wrong and come up with a solution to to wrong and come up with a solution to to make the a the agent make the a the agent make the a the agent better uh I’m not worried about this better uh I’m not worried about this better uh I’m not worried about this this week I’ll get to that this week I’ll get to that this week I’ll get to that this is kind of like my goal for the this is kind of like my goal for the this is kind of like my goal for the next month or two um but anyway so I next month or two um but anyway so I next month or two um but anyway so I I’ve I made a good progress on this so I’ve I made a good progress on this so I’ve I made a good progress on this so the one thing I’ve been doing is um the one thing I’ve been doing is um the one thing I’ve been doing is um playing around with the other models to playing around with the other models to playing around with the other models to see see if I could get a cheaper model see see if I could get a cheaper model see see if I could get a cheaper model because I’m I’m using Chachi PT because I’m I’m using Chachi PT because I’m I’m using Chachi PT 40 and wow is it expensive so I have a 40 and wow is it expensive so I have a 40 and wow is it expensive so I have a whole Suite of test all all I’m all I’m whole Suite of test all all I’m all I’m whole Suite of test all all I’m all I’m doing is uh using v doing is uh using v doing is uh using v test so here’s here’s an example of what test so here’s here’s an example of what test so here’s here’s an example of what I just tried to do I am so I have all I just tried to do I am so I have all I just tried to do I am so I have all these tests okay and so far out of every these tests okay and so far out of every these tests okay and so far out of every model I tested the most consistent the model I tested the most consistent the model I tested the most consistent the most powerful has been has been 40 I’ve most powerful has been has been 40 I’ve most powerful has been has been 40 I’ve tried so hard so hard to get mini to tried so hard so hard to get mini to tried so hard so hard to get mini to work and it it’s so close to working work and it it’s so close to working work and it it’s so close to working it’s so close to to being able to uh it’s so close to to being able to uh it’s so close to to being able to uh 100% nail it but it’s just inconsistent 100% nail it but it’s just inconsistent 100% nail it but it’s just inconsistent and it fails on some edge cases and it and it fails on some edge cases and it and it fails on some edge cases and it gets it it it will randomly just do this gets it it it will randomly just do this gets it it it will randomly just do this do that do that do that um ah it’s frustrating because it’s so um ah it’s frustrating because it’s so um ah it’s frustrating because it’s so much damn cheaper and it’s smarter than much damn cheaper and it’s smarter than much damn cheaper and it’s smarter than the other models so the other models so the other models so uh if you’re keeping up with like AI uh if you’re keeping up with like AI uh if you’re keeping up with like AI hype news or h as I call it um you’ll be hype news or h as I call it um you’ll be hype news or h as I call it um you’ll be like well why don’t why don’t you use uh like well why don’t why don’t you use uh like well why don’t why don’t you use uh deep seek you know R1 uh because it’s so deep seek you know R1 uh because it’s so deep seek you know R1 uh because it’s so goddamn slow everything times out like I goddamn slow everything times out like I goddamn slow everything times out like I mean mean mean I’m it is so slow it really is some of I’m it is so slow it really is some of I’m it is so slow it really is some of these tests just time out and take over these tests just time out and take over these tests just time out and take over a minute I don’t know what’s going on uh a minute I don’t know what’s going on uh a minute I don’t know what’s going on uh I I have a pointed at open router it’s I I have a pointed at open router it’s I I have a pointed at open router it’s torturously horrifically slow this is a torturously horrifically slow this is a torturously horrifically slow this is a different uh uh deep seek model that I different uh uh deep seek model that I different uh uh deep seek model that I just tried and look at the Times They just tried and look at the Times They just tried and look at the Times They are just off the chart I mean and and are just off the chart I mean and and are just off the chart I mean and and they it fails it just doesn’t do as well they it fails it just doesn’t do as well they it fails it just doesn’t do as well it it just it simply does not do as well it it just it simply does not do as well it it just it simply does not do as well so part of my so part of my so part of my benchmarking is well my goal to get to benchmarking is well my goal to get to benchmarking is well my goal to get to the this is the goal like the immediate the this is the goal like the immediate the this is the goal like the immediate goal is to get great benchmarking goal is to get great benchmarking goal is to get great benchmarking working with these tests and then I can working with these tests and then I can working with these tests and then I can just like quickly you know go through just like quickly you know go through just like quickly you know go through all the different models and see the all the different models and see the all the different models and see the benchmarks right now I’m just looking at benchmarks right now I’m just looking at benchmarks right now I’m just looking at time like how how long is it taking and time like how how long is it taking and time like how how long is it taking and is it passing the the test because these is it passing the the test because these is it passing the the test because these are these are tests I spend a lot of are these are tests I spend a lot of are these are tests I spend a lot of time on time on time on um yeah 40 is is really the best one um yeah 40 is is really the best one um yeah 40 is is really the best one um cla’s quite good but it’s not any um cla’s quite good but it’s not any um cla’s quite good but it’s not any cheaper and in fact it’s a little bit cheaper and in fact it’s a little bit cheaper and in fact it’s a little bit more on open router at least it’s a bit more on open router at least it’s a bit more on open router at least it’s a bit more expensive so uh 01 01 works that’s more expensive so uh 01 01 works that’s more expensive so uh 01 01 works that’s even more expensive this is with even more expensive this is with even more expensive this is with 40 okay so part of the problem is 40 okay so part of the problem is 40 okay so part of the problem is um it’s so much faster gez look at that um it’s so much faster gez look at that um it’s so much faster gez look at that I think maybe the pro The Slowdown I’m I think maybe the pro The Slowdown I’m I think maybe the pro The Slowdown I’m experiencing is uh with open router experiencing is uh with open router experiencing is uh with open router because it it tries to like open router because it it tries to like open router because it it tries to like open router bounces your request all these different bounces your request all these different bounces your request all these different model providers and it like tries to model providers and it like tries to model providers and it like tries to programmatically tell like ah this one’s programmatically tell like ah this one’s programmatically tell like ah this one’s being slow and janky like go to this one being slow and janky like go to this one being slow and janky like go to this one go to that one I think the problem is go to that one I think the problem is go to that one I think the problem is open router open router open router because I mean it’s just orders of because I mean it’s just orders of because I mean it’s just orders of magnitude slower so anyways that’s what magnitude slower so anyways that’s what magnitude slower so anyways that’s what I’m that that’s what I’m working on I’m that that’s what I’m working on I’m that that’s what I’m working on um I’m not going to spend too much more um I’m not going to spend too much more um I’m not going to spend too much more time on that I I you know I just kind of time on that I I you know I just kind of time on that I I you know I just kind of I got all the tests in a good passing I got all the tests in a good passing I got all the tests in a good passing State and I just just started pointing State and I just just started pointing State and I just just started pointing it out the other ones but my main focus it out the other ones but my main focus it out the other ones but my main focus is getting this wrapped up so this is getting this wrapped up so this is getting this wrapped up so this diagram I want to get diagram I want to get diagram I want to get to to to here I want to get to here uh really get here I want to get to here uh really get here I want to get to here uh really get it it it solid by the end of the this weekend and solid by the end of the this weekend and solid by the end of the this weekend and then I’m going to integrate it into AI then I’m going to integrate it into AI then I’m going to integrate it into AI chat email my uh my virtual assistant chat email my uh my virtual assistant chat email my uh my virtual assistant that I’m that I’m that I’m building and then I think think I have a building and then I think think I have a building and then I think think I have a good foundation uh for for AI agents good foundation uh for for AI agents good foundation uh for for AI agents laid down like laid out done and uh the laid down like laid out done and uh the laid down like laid out done and uh the goal for the next few weeks is to make goal for the next few weeks is to make goal for the next few weeks is to make like solidify that framework and get to like solidify that framework and get to like solidify that framework and get to this kind of point or closer to this at this kind of point or closer to this at this kind of point or closer to this at least it’s okay if it’s manual at first least it’s okay if it’s manual at first least it’s okay if it’s manual at first but I I want to get that foundational but I I want to get that foundational but I I want to get that foundational piece done in the next few weeks and piece done in the next few weeks and piece done in the next few weeks and then I’m going to start rapidly using then I’m going to start rapidly using then I’m going to start rapidly using that that framework to to build out AI that that framework to to build out AI that that framework to to build out AI agents other ones that uh I’m going to agents other ones that uh I’m going to agents other ones that uh I’m going to incorporate into both AI chat email and incorporate into both AI chat email and incorporate into both AI chat email and uh agents code so yep that’s the update uh agents code so yep that’s the update uh agents code so yep that’s the update for today it’s good progress but it’s for today it’s good progress but it’s for today it’s good progress but it’s it’s tough It’s been hard work to be it’s tough It’s been hard work to be it’s tough It’s been hard work to be honest with you so you know people there honest with you so you know people there honest with you so you know people there people say oh I agent so easy uh blah people say oh I agent so easy uh blah people say oh I agent so easy uh blah blah blah yeah right it’s a lot of work blah blah yeah right it’s a lot of work blah blah yeah right it’s a lot of work it’s not it’s not something that AI can it’s not it’s not something that AI can it’s not it’s not something that AI can just spit out for you like some people just spit out for you like some people just spit out for you like some people claim or maybe I’m doing something claim or maybe I’m doing something claim or maybe I’m doing something catastrophically wrong but I don’t buy catastrophically wrong but I don’t buy catastrophically wrong but I don’t buy that I think there’s so much hype in BS that I think there’s so much hype in BS that I think there’s so much hype in BS around AI stuff right now onto my random around AI stuff right now onto my random around AI stuff right now onto my random story of the day um it’s been raining story of the day um it’s been raining story of the day um it’s been raining like a lot the last hour or so which is like a lot the last hour or so which is like a lot the last hour or so which is fantastic because um so I’m I’m in fantastic because um so I’m I’m in fantastic because um so I’m I’m in California for the moment and there has California for the moment and there has California for the moment and there has been horrible drought here for like been horrible drought here for like been horrible drought here for like years uh and Los Angeles has had a years uh and Los Angeles has had a years uh and Los Angeles has had a really bad drought and that’s kind of really bad drought and that’s kind of really bad drought and that’s kind of why all the these fires have happened why all the these fires have happened why all the these fires have happened everything burned down and everything burned down and everything burned down and uh it’s been a lot better up like up uh it’s been a lot better up like up uh it’s been a lot better up like up here because I’m I’m north of LA and here because I’m I’m north of LA and here because I’m I’m north of LA and where where I’m at it’s been much better where where I’m at it’s been much better where where I’m at it’s been much better drought wise and when when the droughts drought wise and when when the droughts drought wise and when when the droughts were really really bad I would you know were really really bad I would you know were really really bad I would you know I I I usually would come to California I I I usually would come to California I I I usually would come to California to visit like uh once a year uh maybe to visit like uh once a year uh maybe to visit like uh once a year uh maybe like like like one to four weeks some some sometime one to four weeks some some sometime one to four weeks some some sometime around that usually I’d come for at around that usually I’d come for at around that usually I’d come for at least a week though once a year and when least a week though once a year and when least a week though once a year and when the drought was really really bad it was the drought was really really bad it was the drought was really really bad it was wild I’d come here and you know we’ wild I’d come here and you know we’ wild I’d come here and you know we’ Drive I would see the the rivers empty Drive I would see the the rivers empty Drive I would see the the rivers empty streams empty go to the lake like streams empty go to the lake like streams empty go to the lake like shockingly low and you know when if you shockingly low and you know when if you shockingly low and you know when if you see like a lake or a river and the water see like a lake or a river and the water see like a lake or a river and the water has has like really gone down you see has has like really gone down you see has has like really gone down you see like like like it’s like a weird white it’s like a it’s like a weird white it’s like a it’s like a weird white it’s like a different color you know you can see different color you know you can see different color you know you can see where the water used to be I was shocked where the water used to be I was shocked where the water used to be I was shocked that one time when I saw the the there’s that one time when I saw the the there’s that one time when I saw the the there’s a nearby lake I was shocked when I saw a nearby lake I was shocked when I saw a nearby lake I was shocked when I saw this Lake I mean I’ve never in my entire this Lake I mean I’ve never in my entire this Lake I mean I’ve never in my entire life seen this Lake so low and I was life seen this Lake so low and I was life seen this Lake so low and I was like this is not good this is so bad like this is not good this is so bad like this is not good this is so bad crazy bad my jaw dropped I couldn’t crazy bad my jaw dropped I couldn’t crazy bad my jaw dropped I couldn’t believe how little water I was seeing believe how little water I was seeing believe how little water I was seeing everywhere and everything was great everywhere and everything was great everywhere and everything was great everything was brown and hideous like everything was brown and hideous like everything was brown and hideous like everything was dead nothing was green I everything was dead nothing was green I everything was dead nothing was green I was like this is crazy I didn’t realize was like this is crazy I didn’t realize was like this is crazy I didn’t realize how bad it was and so to see this area how bad it was and so to see this area how bad it was and so to see this area having rain is like having rain is like having rain is like really a good thing they there hasn’t really a good thing they there hasn’t really a good thing they there hasn’t been snow in the mountains in California been snow in the mountains in California been snow in the mountains in California for years it’s it’s been wild so uh I for years it’s it’s been wild so uh I for years it’s it’s been wild so uh I hope they get the fires under control I hope they get the fires under control I hope they get the fires under control I hope they figure this out like how to hope they figure this out like how to hope they figure this out like how to prevent this because it’s pretty bad prevent this because it’s pretty bad prevent this because it’s pretty bad here in California the the insurance here in California the the insurance here in California the the insurance situation with fires like it’s pretty situation with fires like it’s pretty situation with fires like it’s pretty wild out here so uh I’m happy to see wild out here so uh I’m happy to see wild out here so uh I’m happy to see that it’s raining even if it’s only for that it’s raining even if it’s only for that it’s raining even if it’s only for an hour all right that’s all I got for an hour all right that’s all I got for an hour all right that’s all I got for today uh wish me luck wrapping this up today uh wish me luck wrapping this up today uh wish me luck wrapping this up because so far it’s been pretty hard all because so far it’s been pretty hard all because so far it’s been pretty hard all right see you tomorrow