Meeting Title: AI Service Standup Date: 2026-02-18 Meeting participants: Casie Aviles, Samuel Roberts, Mustafa Raja, Pranav Narahari, Gabriel Lam


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1 00:00:29.720 00:00:30.750 Samuel Roberts: Hello?

2 00:00:33.100 00:00:34.209 Casie Aviles: Oh, hey, Sean.

3 00:00:35.250 00:00:36.200 Samuel Roberts: How are you?

4 00:00:37.320 00:00:38.769 Casie Aviles: Yeah, doing good.

5 00:00:39.790 00:00:40.980 Samuel Roberts: Good, good.

6 00:00:41.720 00:00:45.450 Samuel Roberts: Worried I’m getting sick, because my son had a runny nose, and now I have a.

7 00:00:45.450 00:00:46.160 Casie Aviles: Runny nose.

8 00:00:46.650 00:00:50.900 Samuel Roberts: Just in time to go away for a few days, so that’s great. Yeah.

9 00:00:52.710 00:00:55.860 Casie Aviles: Oh, is… will you be going on vacation for those, for those.

10 00:00:55.860 00:00:58.629 Samuel Roberts: Yeah, my parents are in Florida.

11 00:00:58.630 00:00:59.280 Casie Aviles: I’ll bring it.

12 00:01:00.000 00:01:03.289 Samuel Roberts: Bringing him down so he can see them and some family down there, and…

13 00:01:04.680 00:01:08.070 Casie Aviles: Yeah, I hope you don’t get too sick, though.

14 00:01:08.070 00:01:15.680 Samuel Roberts: Yeah, I’m hoping it’s just… because he seems fine, except for his nose is very runny, so I’m hoping that that means,

15 00:01:16.770 00:01:18.069 Samuel Roberts: It’ll just clear up, and it’s not…

16 00:01:18.070 00:01:18.670 Mustafa Raja: Absolutely, buddy.

17 00:01:19.310 00:01:21.550 Samuel Roberts: Yeah, hopefully.

18 00:01:22.810 00:01:24.050 Samuel Roberts: Hopefully.

19 00:01:27.110 00:01:28.410 Samuel Roberts: Alrighty.

20 00:01:30.100 00:01:34.900 Casie Aviles: Let’s see. Excuse me. We will wait for more people, but…

21 00:01:37.560 00:01:38.200 Samuel Roberts: Yeah.

22 00:01:40.280 00:01:48.640 Casie Aviles: I guess… since… It’s… I think we have most… most of the Lilo team here anyway, so we can.

23 00:01:48.640 00:01:50.610 Samuel Roberts: Yeah, we can do wheeler first. Good point.

24 00:01:50.930 00:01:55.450 Casie Aviles: Okay… Hold on, I’ll just share my screen.

25 00:01:55.720 00:02:01.440 Pranav Narahari: Yeah, I can give a quick update to start. Sure. Yeah, yesterday I was working with, like.

26 00:02:01.910 00:02:05.060 Pranav Narahari: Utam and Clarence… Because…

27 00:02:05.520 00:02:14.880 Pranav Narahari: Yeah, this… that estimate that we kind of came up with, guys, like, I think what we need to do is, like, not just go off of their descriptions, and…

28 00:02:15.520 00:02:33.060 Pranav Narahari: really, for our own sake, really define exactly what we will be doing, and then also, as, like, CSO, I should be, like, selling it as well, a little bit, and so I added those two components. It’s kind of new to me, so it’s, like, a little bit of, like, iteration, getting some…

29 00:02:33.060 00:02:33.740 Samuel Roberts: Yeah, yeah.

30 00:02:33.740 00:02:42.269 Pranav Narahari: like, feedback, so… just working on that late yesterday, and then I sent that over, like, late last night. I think you guys might have saw it in, like, the Slack channel.

31 00:02:42.520 00:02:43.240 Pranav Narahari: And…

32 00:02:43.240 00:02:46.079 Samuel Roberts: Yeah, I’m just catching up on some of that from last night.

33 00:02:46.080 00:02:51.360 Pranav Narahari: I think it was a Slack channel, or there’s also, like, they created, like, a private thread with me and Utam, so…

34 00:02:51.650 00:02:52.939 Pranav Narahari: Yeah, okay, no, I…

35 00:02:53.600 00:02:56.199 Samuel Roberts: I see shared… oh, there it is, okay, yeah.

36 00:02:56.630 00:02:58.480 Pranav Narahari: Is it there? Okay, yeah, perfect.

37 00:02:58.480 00:02:58.800 Samuel Roberts: cool.

38 00:02:58.800 00:03:07.089 Pranav Narahari: But, yeah, that’s the latest on that. There’s, one other thing that they just said in the channel, which is about, like, Sonnet. I had a message.

39 00:03:07.090 00:03:07.669 Samuel Roberts: Yeah, I was just.

40 00:03:07.670 00:03:08.989 Pranav Narahari: I forget if I sent it.

41 00:03:09.240 00:03:15.490 Samuel Roberts: I was just saying that as long as it’s got the million context, we could probably swap it. He’s not sure about beta, so we just gotta check that out.

42 00:03:15.490 00:03:20.480 Pranav Narahari: Oh, perfect, you responded? Okay, awesome. I did actually do some research on this, I think I just…

43 00:03:20.620 00:03:32.600 Pranav Narahari: we didn’t get to send it out and finish it. Basically, yeah, the SDK is also supporting it at this point, but I wasn’t able to check the context window. I know that… Okay, yeah, it says…

44 00:03:32.810 00:03:40.709 Samuel Roberts: It says it’s got… also features a 1 million context window in beta, so I’m hoping we just have to figure out the right, you know, setting.

45 00:03:40.850 00:03:43.689 Samuel Roberts: Because I think it’s a… we’re passing a header or something for that, so…

46 00:03:44.570 00:03:52.329 Pranav Narahari: Yeah. My concern is that they’re gonna wanna change it again, just considering, like, this 1 million contacts window’s probably gonna be expensive.

47 00:03:52.610 00:03:53.979 Pranav Narahari: But, we’ll see.

48 00:03:54.370 00:03:57.269 Samuel Roberts: Yeah, I mean, you know, it’s up to them. I think…

49 00:03:57.270 00:03:58.350 Pranav Narahari: That’s tough.

50 00:03:58.600 00:04:03.919 Samuel Roberts: I think at some point, we should give them some options for, like, toggling them around, but… at least in

51 00:04:04.940 00:04:11.660 Samuel Roberts: But for now, we’ll just swap it if they want that. I don’t know how the pricing for 4.6 compares to what they were doing for…

52 00:04:11.960 00:04:13.380 Samuel Roberts: 4.5, but…

53 00:04:14.280 00:04:17.279 Pranav Narahari: Yeah, I assume it’s a little bit cheaper, but…

54 00:04:18.600 00:04:21.129 Samuel Roberts: I mean, it might be… it might be, I don’t know, yeah.

55 00:04:22.290 00:04:28.179 Pranav Narahari: Yeah, usually when they just kind of, like, iterate on a model, it usually is a little bit cheaper, and, like, the larger models…

56 00:04:28.850 00:04:34.390 Pranav Narahari: But I think it’ll also depend on, like, the amount of tokens used. Like, obviously with the higher token window, like.

57 00:04:34.600 00:04:36.969 Samuel Roberts: Yeah, well, they’re already using the big token,

58 00:04:37.330 00:04:40.980 Samuel Roberts: Yeah. Oh, it looks like it’s the same as Sonnet, it says.

59 00:04:40.980 00:04:42.739 Pranav Narahari: Same? Okay. Cool.

60 00:04:42.740 00:04:44.500 Samuel Roberts: It’s on a 4-5, cool, okay.

61 00:04:44.630 00:04:49.520 Pranav Narahari: So it shouldn’t change anything there, it just should be… okay. Yeah, and currently we have 4 or 5 in there?

62 00:04:50.460 00:04:57.850 Samuel Roberts: Should be, yeah, or whatever the most, you know, whatever had the million, I think it was Sonnet 4-5.

63 00:04:58.990 00:05:00.019 Samuel Roberts: Oh, excuse me.

64 00:05:01.130 00:05:01.690 Pranav Narahari: Gotcha.

65 00:05:01.690 00:05:02.480 Samuel Roberts: Yeah.

66 00:05:03.190 00:05:10.900 Pranav Narahari: Okay, cool. So, just waiting on them for that, Bobby said that he was able to, like, get access and everything, so…

67 00:05:11.180 00:05:19.719 Pranav Narahari: I assume we’ll get, like, a message back in the next couple hours, and then I’ll just hop into, like, a meeting with them, and then discuss things further.

68 00:05:21.110 00:05:21.919 Samuel Roberts: Okay. Okay.

69 00:05:21.920 00:05:27.189 Pranav Narahari: And in the meantime, Yeah, what… what things do we have, like, that are in flight?

70 00:05:28.700 00:05:33.270 Casie Aviles: Right now, I… there are, like, 2 tickets that I’ve…

71 00:05:33.470 00:05:34.309 Pranav Narahari: I think it’s…

72 00:05:34.310 00:05:39.569 Casie Aviles: I think are mainly for this week, but I wanted to, like, also get your…

73 00:05:39.760 00:05:47.670 Casie Aviles: thoughts if it is for this week, like, for example, the data hallucinations that they flagged earlier, and then also, like.

74 00:05:47.950 00:05:49.230 Pranav Narahari: Yo.

75 00:05:49.240 00:05:53.800 Casie Aviles: And then for Meta, right? But I believe, like, we talked briefly yesterday that.

76 00:05:53.800 00:05:56.759 Pranav Narahari: So the data discrepancies one, let’s hold off on that.

77 00:05:57.600 00:05:58.560 Casie Aviles: Okay.

78 00:05:59.000 00:06:02.079 Pranav Narahari: Yeah, I, I think, yeah, this is, this is great. Let’s,

79 00:06:02.410 00:06:04.939 Pranav Narahari: Let’s probably hold off on the data discrepancy one.

80 00:06:05.480 00:06:11.050 Pranav Narahari: And then also the… But for the Google Ads MCP,

81 00:06:11.970 00:06:23.670 Pranav Narahari: Yep, that one’s from… and then for the Google Ads MCP, that one we can continue… I mean, I’ll continue on. I just need to push that into staging. And then the other one, I’ve already, created a PR.

82 00:06:23.670 00:06:27.199 Casie Aviles: This one. For the data hallucinations, it was just, like, a… Okay, okay.

83 00:06:27.200 00:06:30.769 Pranav Narahari: Yeah, a few lines added to the system prompt. Okay.

84 00:06:31.550 00:06:35.499 Pranav Narahari: Yeah, if, somebody wants to review that and merge it, that’d be great.

85 00:06:35.920 00:06:37.470 Samuel Roberts: Yeah, I can do that right after this.

86 00:06:38.650 00:06:40.030 Pranav Narahari: Perfect. Alright.

87 00:06:40.480 00:06:42.280 Samuel Roberts: So that takes care of the hallucinations, because…

88 00:06:43.010 00:06:45.390 Samuel Roberts: I was trying to find in the… in the…

89 00:06:45.630 00:06:49.480 Samuel Roberts: logs where it was, and I think it’s that code execution, but I don’t know how to…

90 00:06:49.630 00:06:50.979 Samuel Roberts: Control that anymore.

91 00:06:53.380 00:06:54.080 Pranav Narahari: Oh, okay, okay.

92 00:06:54.080 00:06:55.930 Samuel Roberts: Yeah. Hopefully this fixes it.

93 00:06:58.410 00:07:03.520 Casie Aviles: I think… Yeah, but other than that, I’ll just keep y’all updated, and then…

94 00:07:04.410 00:07:10.800 Casie Aviles: Anything related to forecasting here, for example, these are… Deferred for now, right?

95 00:07:11.830 00:07:15.439 Pranav Narahari: Yeah, yeah, I would just hold off at least for today.

96 00:07:15.440 00:07:19.580 Casie Aviles: We might get started on it this afternoon, if they get back to us, and…

97 00:07:19.580 00:07:20.359 Pranav Narahari: we agree on.

98 00:07:20.360 00:07:20.920 Samuel Roberts: Okay.

99 00:07:20.920 00:07:25.819 Pranav Narahari: like, a roadmap and stuff like that, but I assume it’ll be earliest tomorrow, and…

100 00:07:26.170 00:07:30.020 Pranav Narahari: Sam, starting tomorrow, you’re gonna be on PTO, right? Or out of office?

101 00:07:30.020 00:07:42.989 Samuel Roberts: Yeah, I’ll be out… I’ll be out tomorrow and Friday, but I will, you know, I’ll have my phone, I just… I’ll have my computer, but I won’t be at it, so, like, if you need, need me, you know, I can be available, but don’t expect it, I guess, if that makes sense.

102 00:07:43.350 00:07:47.229 Pranav Narahari: No, totally. I will also be out on Monday, so…

103 00:07:47.230 00:07:48.140 Samuel Roberts: Right, right.

104 00:07:48.140 00:07:49.290 Pranav Narahari: And,

105 00:07:49.490 00:07:59.089 Pranav Narahari: But, Casey, I’ll, you know, I’ll also update the Slack channel, so things should be pretty clear where we stand on Monday for you guys to kind of take over for the day, and then.

106 00:07:59.090 00:07:59.420 Casie Aviles: Yes.

107 00:07:59.420 00:08:04.359 Pranav Narahari: Cool And then, yeah, I’ll also be out Thursday and Friday of next week, so…

108 00:08:04.860 00:08:10.439 Samuel Roberts: Okay, yeah, I’m out Friday of next week, too, so we may need to re… we probably want to move their meeting then.

109 00:08:11.010 00:08:13.770 Pranav Narahari: Yeah, most likely we’ll want to do that. Okay, sounds good.

110 00:08:13.770 00:08:14.340 Samuel Roberts: Okay.

111 00:08:14.850 00:08:15.400 Pranav Narahari: Yup.

112 00:08:16.690 00:08:25.160 Pranav Narahari: And also, Casey, could we create a repeating task for every Monday to, refresh their…

113 00:08:25.780 00:08:27.670 Pranav Narahari: their Cloud Code environment.

114 00:08:27.990 00:08:28.490 Pranav Narahari: Like.

115 00:08:28.490 00:08:29.580 Casie Aviles: Oh, is it this one?

116 00:08:29.580 00:08:29.950 Samuel Roberts: It’s here.

117 00:08:29.950 00:08:30.970 Casie Aviles: I think it’s this one.

118 00:08:30.970 00:08:33.800 Pranav Narahari: Oh, is it already there? Perfect. So, yeah, for this week, that’s already been done.

119 00:08:34.659 00:08:41.339 Pranav Narahari: Okay, so yeah, this is already recurring, by the way, so… Yeah, perfect, yeah. So it’ll pop up next week again.

120 00:08:42.000 00:08:42.539 Pranav Narahari: Cool.

121 00:08:44.220 00:08:49.689 Casie Aviles: Alright, I think, yeah. That’s all we have for the loading. Okay.

122 00:08:49.690 00:08:51.620 Samuel Roberts: Don’t let us know how that meeting goes.

123 00:08:51.620 00:08:52.130 Pranav Narahari: Yep.

124 00:08:54.430 00:08:56.749 Casie Aviles: Okay, yeah, thank you, Renov.

125 00:08:57.700 00:09:00.899 Casie Aviles: Okay, I’ll move on to ABC now.

126 00:09:03.410 00:09:04.150 Casie Aviles: Excuse me.

127 00:09:06.120 00:09:06.660 Samuel Roberts: Cool.

128 00:09:06.850 00:09:12.970 Casie Aviles: Let me start with Zips, so this is, like, the main ticket for that.

129 00:09:13.400 00:09:17.509 Casie Aviles: Yep. We’re just down 2.

130 00:09:17.910 00:09:23.550 Casie Aviles: Sheets now… So I’m working on this, I’m just going to…

131 00:09:24.670 00:09:31.409 Casie Aviles: So you can see here, these are the validation… this is the validation sheet that I created, and I would just…

132 00:09:31.720 00:09:37.620 Casie Aviles: I just need to make sure that everything here that’s in false, meaning it’s not existing in our superbase.

133 00:09:38.020 00:09:40.490 Casie Aviles: I need to add that, and then just test.

134 00:09:41.280 00:09:46.530 Casie Aviles: Okay. So that’s for commercial tests, so once we’re good there…

135 00:09:47.440 00:09:50.599 Casie Aviles: We’ll move on to service area, so I think this should be…

136 00:09:51.350 00:09:57.690 Casie Aviles: We can complete this within the week, but yeah. And then we’ll probably do just another final Check.

137 00:09:59.110 00:09:59.900 Samuel Roberts: Right.

138 00:10:00.430 00:10:09.320 Casie Aviles: That’s really all I have for the zip code, and so… Okay.

139 00:10:11.040 00:10:14.320 Casie Aviles: Yeah, okay, so I know we have some…

140 00:10:14.980 00:10:19.529 Casie Aviles: Or, like, our goals for the Master of Migration would be… Yeah. Okay, yeah, go ahead.

141 00:10:19.900 00:10:20.680 Casie Aviles: suffer.

142 00:10:20.680 00:10:23.800 Mustafa Raja: Yeah, so,

143 00:10:24.240 00:10:41.809 Mustafa Raja: Okay, so I worked on, migrating the triages, right, yesterday, so, I took a look into that. Firstly, I found out that for the past 2 days, we weren’t logging the triages at all.

144 00:10:42.150 00:10:42.650 Casie Aviles: Oh, yeah.

145 00:10:42.650 00:11:01.579 Mustafa Raja: And then that is because the workflow failed. Casey and I were able to follow up with Utam, and, we have that resolved now, so it should be good now. And then I was able to migrate, or translate, oh, by the way, Imastra, though it needs, it needs some additional permission.

146 00:11:01.670 00:11:06.029 Mustafa Raja: And in, Cloud Run, I will record a Zoom clip.

147 00:11:06.030 00:11:06.410 Samuel Roberts: I missed that.

148 00:11:06.410 00:11:08.779 Mustafa Raja: for you, Sam? Okay. In Cloud Run.

149 00:11:09.120 00:11:15.809 Mustafa Raja: So, so, what happened is… What happened is,

150 00:11:15.970 00:11:22.540 Mustafa Raja: we have… we needed a… what’s it called? We needed to access Google Sheets, right? So I,

151 00:11:22.730 00:11:41.760 Mustafa Raja: I had a service account for that, and that service account, I stored it in Secrets Manager in GCP, and then for Cloud Run, to access that secret, it needs the required permission. So, I’ll record a Zoom clip for you.

152 00:11:41.760 00:11:49.489 Mustafa Raja: To see if we can just mitigate that, go another route, or if we need to ping them to give us that access. Okay.

153 00:11:49.490 00:11:50.729 Samuel Roberts: Yeah, that sounds good.

154 00:11:51.550 00:12:15.510 Mustafa Raja: Yeah, and apart from that, for… for the strategy that we discussed yesterday for Central Docs, I’m going to work on that today. And before going… going in… directly into it, I’m going to record another Zoom clip, where I would, you know, explain my… my strategy of going into it. So, just to make sure that I’m not, derailing myself.

155 00:12:16.110 00:12:17.289 Mustafa Raja: From the goal.

156 00:12:18.440 00:12:19.000 Samuel Roberts: Okay.

157 00:12:19.810 00:12:20.879 Samuel Roberts: Sounds good, I’ll review those ones.

158 00:12:20.880 00:12:23.560 Mustafa Raja: Yeah, so that’s pretty much it, yeah, yeah.

159 00:12:23.560 00:12:24.120 Samuel Roberts: Okay.

160 00:12:25.090 00:12:25.780 Casie Aviles: Okay.

161 00:12:26.970 00:12:32.160 Samuel Roberts: And then, yeah, transcript-wise, I saw your update on linear, casey.

162 00:12:32.210 00:12:35.409 Casie Aviles: Yeah, I just added what Amber pasted.

163 00:12:35.940 00:12:36.780 Samuel Roberts: Okay.

164 00:12:37.220 00:12:38.680 Samuel Roberts: Yeah, so,

165 00:12:40.210 00:12:44.969 Samuel Roberts: I don’t know if there’s… if I should load more, or I should do anything there until,

166 00:12:45.890 00:12:47.279 Samuel Roberts: Looks good to me.

167 00:12:49.720 00:12:51.459 Samuel Roberts: Okay, I’m not sure.

168 00:12:53.940 00:12:55.899 Casie Aviles: I think this is what…

169 00:12:55.900 00:13:00.629 Samuel Roberts: Yeah, this is what I was kind of trying to explain, that I think I needed to combine them, but we could probably…

170 00:13:00.950 00:13:06.980 Samuel Roberts: Do it in… BigQuery, so I don’t know.

171 00:13:11.970 00:13:12.720 Casie Aviles: Okay.

172 00:13:13.660 00:13:17.269 Samuel Roberts: Yeah, we can figure out exactly how best to handle that, I’m not sure.

173 00:13:17.470 00:13:21.820 Samuel Roberts: Because there’s a lot of stuff in just in two big JSON blobs.

174 00:13:21.960 00:13:29.919 Samuel Roberts: And… You know, like, it has information here, agent name.

175 00:13:30.380 00:13:35.860 Samuel Roberts: And… but I don’t think she posted a picture of the actual… two transcripts.

176 00:13:36.090 00:13:42.859 Samuel Roberts: where it puts them, but I can outline a little bit more, maybe you guys can run with that tomorrow, or Friday.

177 00:13:43.170 00:13:45.730 Samuel Roberts: Maybe I’ll just add some comments here.

178 00:13:46.590 00:13:47.999 Casie Aviles: Alright, okay, yeah, that…

179 00:13:48.000 00:13:51.460 Samuel Roberts: I’ll try to explain it. Maybe I’ll make a Zoom clip, too, if that would be best.

180 00:13:52.920 00:13:53.480 Samuel Roberts: Okay, yeah.

181 00:13:53.720 00:13:54.850 Samuel Roberts: That you guys can use.

182 00:13:56.620 00:13:59.410 Casie Aviles: I think that would be… yeah, that would be great.

183 00:13:59.940 00:14:08.520 Casie Aviles: What else? Also, I just wanted to clarify something on… so when you were talk… with Mustafa, so what… when you were talking about, like, migrating

184 00:14:08.710 00:14:09.550 Casie Aviles: Was that, like.

185 00:14:09.550 00:14:11.520 Mustafa Raja: Workflow, or just the data?

186 00:14:12.720 00:14:15.480 Mustafa Raja: I don’t know, the… Oklah.

187 00:14:15.600 00:14:18.480 Mustafa Raja: The workflow, should be in master.

188 00:14:19.540 00:14:20.180 Mustafa Raja: Okay.

189 00:14:21.550 00:14:22.290 Samuel Roberts: Okay, yeah.

190 00:14:25.350 00:14:26.400 Casie Aviles: Okay, okay.

191 00:14:27.410 00:14:34.470 Mustafa Raja: Yeah, but, but, but, but, we are sort of still blocked because, what’s it called? Because of the secret manager, right?

192 00:14:35.780 00:14:36.300 Casie Aviles: Okay, great.

193 00:14:36.300 00:14:36.690 Samuel Roberts: Yeah.

194 00:14:37.670 00:14:42.289 Mustafa Raja: Yeah, I saw in Slack, you said that this was assigned to me, so I worked on it.

195 00:14:43.360 00:14:46.820 Casie Aviles: Oh, I thought this was assigned to me.

196 00:14:46.820 00:14:49.910 Mustafa Raja: In Andy… in Andy Channel.

197 00:14:50.870 00:14:52.020 Samuel Roberts: Oh, yeah, okay.

198 00:14:53.760 00:14:54.520 Casie Aviles: Alright.

199 00:14:54.520 00:14:59.490 Mustafa Raja: Yeah, so thumbs up, thumbs down, and I’ll be… oh, by the way, so…

200 00:14:59.680 00:15:03.050 Mustafa Raja: This was assigned to me yesterday, so that’s why I took it.

201 00:15:03.350 00:15:09.570 Samuel Roberts: Okay, great. And then, did we make a ticket for the… Testing…

202 00:15:09.770 00:15:11.419 Mustafa Raja: Now, on good.

203 00:15:12.430 00:15:15.179 Samuel Roberts: No, no, no, like, taking the questions that are coming in and.

204 00:15:15.180 00:15:17.190 Mustafa Raja: Oh, no, we haven’t. I think…

205 00:15:18.820 00:15:20.780 Samuel Roberts: Okay, yeah, I think we should prio that.

206 00:15:21.310 00:15:22.529 Mustafa Raja: Yeah, we haven’t…

207 00:15:22.530 00:15:23.410 Casie Aviles: I think the dev…

208 00:15:23.410 00:15:24.560 Mustafa Raja: I’m a ticket for that, we had to take it.

209 00:15:24.560 00:15:32.629 Samuel Roberts: Yeah, yeah, I just wanna… because, like, I wanna take the real-world things that are coming in and… and get some… just pass them into Monstra, basically, to see how it does.

210 00:15:36.330 00:15:39.110 Mustafa Raja: Yeah, I think we have a ticket for that.

211 00:15:39.110 00:15:40.280 Casie Aviles: Oh, okay. Which…

212 00:15:40.280 00:15:44.389 Samuel Roberts: I wasn’t sure, yeah, it might not have got moved to the right.

213 00:15:44.390 00:15:46.319 Mustafa Raja: It’s gone.

214 00:15:46.680 00:15:51.759 Mustafa Raja: yeah, it’s called, Master Analytics Connection or something?

215 00:15:52.620 00:15:54.889 Samuel Roberts: It might… this might just not be in this,

216 00:15:55.280 00:15:57.119 Samuel Roberts: Might not be tagged right with the…

217 00:15:57.120 00:16:00.299 Mustafa Raja: Yeah, it might not be this blue. Oh yeah, this one.

218 00:16:02.700 00:16:03.850 Mustafa Raja: Yeah, maybe we should re…

219 00:16:03.850 00:16:05.829 Samuel Roberts: Yeah, visit. Yeah.

220 00:16:10.810 00:16:12.139 Samuel Roberts: Yeah, that’s probably better.

221 00:16:15.050 00:16:15.730 Casie Aviles: Okay.

222 00:16:16.690 00:16:20.289 Casie Aviles: And then this one was blocked for… I just put it as well.

223 00:16:22.820 00:16:28.069 Casie Aviles: Okay, I think… That’s… that’s all for this project, and then…

224 00:16:29.190 00:16:32.520 Casie Aviles: Yeah, I think Mustafa already briefly gave…

225 00:16:32.630 00:16:34.859 Casie Aviles: An update on the central… Yeah, for Central.

226 00:16:34.860 00:16:40.920 Mustafa Raja: I’m just going to record a Zoom clip, and sort of align myself, make sure that I’m…

227 00:16:40.920 00:16:41.260 Samuel Roberts: Yeah.

228 00:16:41.260 00:16:43.829 Mustafa Raja: I’m thinking it the right way.

229 00:16:43.940 00:16:47.530 Mustafa Raja: Before just going into it and putting some time in.

230 00:16:47.760 00:16:48.700 Mustafa Raja: do it.

231 00:16:49.940 00:16:51.970 Samuel Roberts: Okay, great. Okay, that sounds good.

232 00:16:52.020 00:16:52.700 Mustafa Raja: Yeah.

233 00:16:52.700 00:16:54.839 Samuel Roberts: We can update the tickets if we need after that.

234 00:16:55.830 00:16:56.410 Mustafa Raja: Oh, yes.

235 00:16:58.870 00:17:02.679 Casie Aviles: I think, yeah, that’s, that’s all for ABC.

236 00:17:03.100 00:17:06.859 Casie Aviles: So, by end of week, we should just have, like,

237 00:17:07.280 00:17:09.820 Casie Aviles: The format, right, for the central doc, so…

238 00:17:11.569 00:17:12.569 Samuel Roberts: Hopefully, yeah.

239 00:17:12.569 00:17:14.279 Casie Aviles: Yep. Okay. Cool.

240 00:17:16.379 00:17:17.589 Casie Aviles: I think, yeah.

241 00:17:17.989 00:17:20.709 Casie Aviles: Next up would be internal.

242 00:17:25.430 00:17:26.180 Samuel Roberts: Gabe?

243 00:17:27.029 00:17:27.529 Casie Aviles: Yes.

244 00:17:27.530 00:17:30.480 Gabriel Lam: Or it was muted, didn’t realize. Yeah.

245 00:17:30.480 00:17:32.089 Samuel Roberts: No, you’re good, sorry, sorry.

246 00:17:32.900 00:17:39.080 Gabriel Lam: Yeah, I have a few documentation

247 00:17:39.270 00:17:44.830 Gabriel Lam: like, Agent 70 files to push out to, the…

248 00:17:45.500 00:17:54.830 Gabriel Lam: playbook, basically it’s AEI790. I saw that you had, Sam, I saw you had, like…

249 00:17:55.530 00:17:58.450 Samuel Roberts: Oh, yeah, sorry, I use that as a testing thing, yeah, that’s my bad.

250 00:17:58.450 00:18:04.150 Gabriel Lam: Yeah, you’re good. So that should be cleared out in, like, the next 30 minutes.

251 00:18:04.580 00:18:05.210 Samuel Roberts: Okay, cool.

252 00:18:05.210 00:18:08.649 Gabriel Lam: And then… let me find… linear…

253 00:18:09.550 00:18:18.400 Gabriel Lam: There’s a couple new PRDs just from people specifically through meeting prep, And so…

254 00:18:18.540 00:18:25.120 Gabriel Lam: I’m trying to figure out what the best way for people to, like, prep meetings is, whether it’s just, like, another agent file to, like.

255 00:18:25.820 00:18:27.450 Gabriel Lam: present our…

256 00:18:27.450 00:18:27.930 Samuel Roberts: are included.

257 00:18:27.930 00:18:32.880 Gabriel Lam: context, or what that might be. What else?

258 00:18:33.920 00:18:41.170 Gabriel Lam: the linear integration, I’m running into problems, running a dev… environment.

259 00:18:42.280 00:18:42.900 Samuel Roberts: It’s been really hard to…

260 00:18:42.900 00:18:44.160 Gabriel Lam: Test would appreciate.

261 00:18:44.160 00:18:44.700 Samuel Roberts: Yeah.

262 00:18:44.700 00:18:46.090 Gabriel Lam: session later.

263 00:18:46.090 00:18:50.099 Samuel Roberts: Definitely, I was gonna say, you probably don’t have all the environment variables you need to really get everything…

264 00:18:50.410 00:18:57.080 Gabriel Lam: I just basically ran, or pulled it from Heroku, but I’m kidding.

265 00:18:57.080 00:18:57.720 Samuel Roberts: Oh, okay.

266 00:18:57.720 00:18:58.830 Gabriel Lam: errors, and so every time.

267 00:18:58.830 00:18:59.220 Samuel Roberts: Okay, yeah.

268 00:18:59.220 00:19:02.209 Gabriel Lam: dude, I’m like… I don’t want to mess anything up there.

269 00:19:02.210 00:19:08.370 Samuel Roberts: Yeah, yeah, okay, yeah, let’s grab some time. I’m trying to think, what do I have? Alright. I got an interview at…

270 00:19:08.540 00:19:14.630 Samuel Roberts: 3 Eastern, so, anytime before, that’s probably good, if you want to grab some time.

271 00:19:15.310 00:19:16.000 Gabriel Lam: Okay.

272 00:19:16.860 00:19:18.880 Samuel Roberts: I can try to walk you through some stuff. And then I think…

273 00:19:18.880 00:19:25.810 Gabriel Lam: Yeah, I think the other stuff would just be… I think Robert and Greg had pulled in PRs that I think I was looking at that are…

274 00:19:26.340 00:19:30.339 Gabriel Lam: more lighter than that. I think we closed, and that’s about it.

275 00:19:30.970 00:19:35.640 Samuel Roberts: Okay. Yeah, I also… got the…

276 00:19:35.900 00:19:52.519 Samuel Roberts: platform running on Railway, I got all the environment variables in. I can’t log in because it automatically redirects me to platform.brainforge.ai because Google doesn’t recognize it, so we gotta add the redirect, but it seemed to build and everything, so I just wanted to make sure that there wasn’t gonna be any major problems there.

277 00:19:52.620 00:19:56.100 Samuel Roberts: But not… not ready to flip over by any time… any means yet.

278 00:19:56.990 00:20:03.020 Samuel Roberts: And then, I actually, I recorded a, like, Excuse me.

279 00:20:03.130 00:20:07.890 Samuel Roberts: like, a GitHub walkthrough of how to, like, get it into Cursor and everything.

280 00:20:08.650 00:20:14.019 Samuel Roberts: I shared it with Utam, because he and I were chatting about it yesterday, but maybe, Gabe, I’ll share it with you, and you can give me some, like.

281 00:20:14.750 00:20:18.030 Samuel Roberts: feedback on it, maybe we can tweak it up, because I kind of just…

282 00:20:18.300 00:20:22.669 Samuel Roberts: rift, and I might be a little long, and I want to make sure it’s clear to people that don’t…

283 00:20:23.080 00:20:26.590 Samuel Roberts: You know, have the technical expertise, so…

284 00:20:28.880 00:20:32.060 Samuel Roberts: Okay. I’ll share that with you later, if I can find it quick.

285 00:20:33.140 00:20:36.079 Samuel Roberts: Or we can decide about it during the, working session later.

286 00:20:37.200 00:20:37.900 Gabriel Lam: Yeah.

287 00:20:39.670 00:20:47.359 Gabriel Lam: general question for people, I got a few comments about, like, client repos not having a standardized directory.

288 00:20:47.970 00:20:50.230 Gabriel Lam: Is that the case?

289 00:20:50.550 00:20:53.279 Gabriel Lam: Actually, based on your guys’ experience.

290 00:20:54.050 00:21:01.949 Gabriel Lam: Where they were like, oh, some… someone… someone was in, like, Eden versus, like, Element, and they were like, oh, is there…

291 00:21:02.510 00:21:06.209 Gabriel Lam: I know we have a template for new clients, but…

292 00:21:06.600 00:21:12.150 Gabriel Lam: Generally, are people working with client repos, like, from the client side, as opposed to from our side?

293 00:21:13.000 00:21:15.980 Samuel Roberts: Oh, yeah, I don’t know…

294 00:21:17.730 00:21:19.949 Gabriel Lam: I guess for Lilo, you guys are working off of…

295 00:21:20.440 00:21:23.829 Samuel Roberts: We have another repo that is in their org.

296 00:21:25.130 00:21:27.360 Casie Aviles: Yeah, we can also consolidate that.

297 00:21:28.560 00:21:29.010 Gabriel Lam: Okay.

298 00:21:29.810 00:21:37.530 Samuel Roberts: Yeah, well, I mean, so we’re talking, like, what… you mean, like, things that are, like, dbt models, or the Lilo code, or, like, other things that are in separate repos than the…

299 00:21:37.690 00:21:38.969 Gabriel Lam: Yeah, yeah.

300 00:21:39.250 00:21:40.739 Samuel Roberts: Yeah, I don’t know…

301 00:21:42.210 00:21:47.359 Samuel Roberts: what we had in place for that. I think we probably want to follow a fairly similar structure.

302 00:21:47.550 00:21:50.730 Samuel Roberts: Like, in Lilo, I think it’s got…

303 00:21:52.360 00:21:58.420 Samuel Roberts: All the apps in another folder, and then there’s another, like, a top level for…

304 00:21:58.900 00:22:01.170 Samuel Roberts: Let me, let me share real quick, maybe.

305 00:22:01.430 00:22:02.040 Casie Aviles: Okay.

306 00:22:09.330 00:22:15.060 Samuel Roberts: So, I don’t know if we’ve, like, formally…

307 00:22:16.040 00:22:23.949 Samuel Roberts: like, put together. There probably is a template somewhere, but basically, this is what Utum set up for Lilo, so you can see, like,

308 00:22:24.100 00:22:43.579 Samuel Roberts: This is actually on main, which is not helpful right now, but on, production, you see we have the different apps, these could probably be in an apps folder, but we never set that up, but then there’s meeting agendas, meeting transcripts, PRDs, resources. I don’t know if we need to… if there is a template, we probably need to update it, if anything, but…

309 00:22:44.670 00:22:46.260 Samuel Roberts: Yeah, I don’t know.

310 00:22:46.880 00:22:53.089 Samuel Roberts: I imagine it’s probably something similar to this, where there’s a few top-level ones, and then maybe, like, the code should be in another…

311 00:22:53.090 00:22:53.880 Gabriel Lam: Yeah. Like…

312 00:22:54.000 00:22:59.360 Samuel Roberts: apps kind of thing, or I don’t know how that works with dbt models and where they have to live, but… things like that.

313 00:23:00.020 00:23:00.720 Gabriel Lam: Okay.

314 00:23:02.450 00:23:04.730 Gabriel Lam: I’ll do a… I’ll take a look into that.

315 00:23:05.240 00:23:13.409 Samuel Roberts: Okay, yeah, if you find a template, let me know. If not, we can… I know there is somewhere, definitely something, I just… I’m not sure if I recall it offhand. Does anyone else remember?

316 00:23:15.020 00:23:19.260 Casie Aviles: Yeah, I wasn’t sure if there was a template either. When I set up.

317 00:23:19.470 00:23:21.430 Samuel Roberts: So, the repo for Eden.

318 00:23:21.430 00:23:27.179 Casie Aviles: I just mirrored what they had in Google Drive, and then on top of that, like, I got the transcripts.

319 00:23:28.180 00:23:28.900 Samuel Roberts: Okay.

320 00:23:28.900 00:23:29.540 Gabriel Lam: No worries.

321 00:23:29.540 00:23:33.680 Samuel Roberts: Mmm… There’s a lot of repos we got, so let me see.

322 00:23:37.760 00:23:42.219 Samuel Roberts: New client template application, updated December 16th, 2025.

323 00:23:43.770 00:23:49.849 Samuel Roberts: This is… This is for, like, a…

324 00:23:50.150 00:23:57.280 Samuel Roberts: Building an app, though, it’s not a specific general. New client template data is also there, but that looks pretty old.

325 00:23:58.380 00:24:00.440 Samuel Roberts: Do you have access to all those, Gabe, if you just…

326 00:24:00.440 00:24:01.670 Gabriel Lam: I do, yeah.

327 00:24:01.830 00:24:06.879 Samuel Roberts: Yeah, yeah, take a look at those, I guess, and see. We can maybe combine something into a…

328 00:24:06.880 00:24:08.269 Gabriel Lam: combine it, you know.

329 00:24:08.610 00:24:11.219 Samuel Roberts: I mean, we might want to keep data sep- I don’t know.

330 00:24:11.860 00:24:15.989 Samuel Roberts: But yeah, feel free to take a look at those, we can chat about it.

331 00:24:17.360 00:24:18.030 Samuel Roberts: Excuse me.

332 00:24:19.320 00:24:19.930 Gabriel Lam: art.

333 00:24:22.770 00:24:24.210 Casie Aviles: Okay. Yeah.

334 00:24:24.690 00:24:28.230 Samuel Roberts: Anything else internally? I think that’s all I’ve got, too. I think that’s it.

335 00:24:28.590 00:24:29.340 Samuel Roberts: Okay.

336 00:24:31.490 00:24:33.579 Casie Aviles: Okay, cool. Thank you, guys.

337 00:24:33.820 00:24:35.550 Samuel Roberts: Alright, yeah. Thank you, Casey.

338 00:24:35.910 00:24:36.630 Samuel Roberts: Thank you all.

339 00:24:36.630 00:24:37.610 Gabriel Lam: CC, that’s good.

340 00:24:37.610 00:24:38.470 Pranav Narahari: Thanks, guys.

341 00:24:39.790 00:24:40.609 Samuel Roberts: Talk to y’all later.

342 00:24:40.840 00:24:41.190 Mustafa Raja: Thank you.