Meeting Title: AI Service Standup Date: 2026-02-20 Meeting participants: Casie Aviles, Pranav Narahari, Mustafa Raja, Gabriel Lam


WEBVTT

1 00:01:39.010 00:01:40.290 Casie Aviles: Hey, Pranav.

2 00:01:44.800 00:01:45.680 Pranav Narahari: Hey, Casey.

3 00:01:53.700 00:02:00.169 Casie Aviles: Let’s just wait a little bit, and I’ll go and start with Levo.

4 00:02:05.340 00:02:06.060 Mustafa Raja: Hey.

5 00:02:07.330 00:02:08.300 Casie Aviles: Hey, hey.

6 00:02:09.490 00:02:16.440 Casie Aviles: Okay, I’ll just share mine on your board, and then we can go… into legal first.

7 00:02:19.360 00:02:26.709 Pranav Narahari: Yeah, Casey, a lot happened with Lilo yesterday in terms of just, like, back and forth with,

8 00:02:27.080 00:02:29.379 Pranav Narahari: with Bobby.

9 00:02:29.710 00:02:30.340 Casie Aviles: Okay.

10 00:02:30.340 00:02:40.129 Pranav Narahari: Yeah, there’s probably a lot to update on that. We can probably do it right after stand-up, because it is actually a lot. I was working with Utam and Clarence,

11 00:02:40.400 00:02:46.270 Pranav Narahari: Yeah, overall, things just seem to be in a kind of volatile state, like… For whatever reason.

12 00:02:46.660 00:02:54.290 Pranav Narahari: Like, we haven’t gotten feedback on certain things, but Bobby isn’t happy with our progress.

13 00:02:54.760 00:02:57.100 Pranav Narahari: Yeah.

14 00:02:57.210 00:02:58.440 Pranav Narahari: Not… I mean…

15 00:02:59.610 00:03:04.760 Pranav Narahari: I talked to Utam, like, we’ve been doing everything great, like, his feedback that we got is just kind of like…

16 00:03:05.520 00:03:08.189 Pranav Narahari: It doesn’t seem fair, even to Utam.

17 00:03:08.990 00:03:09.650 Casie Aviles: Okay.

18 00:03:09.650 00:03:14.960 Pranav Narahari: Yeah, so I’ll give you, like, a full update on that, like, maybe later, I don’t want to take up the entire stand-up.

19 00:03:15.480 00:03:17.439 Casie Aviles: Sure, sure, yeah, let’s just sync.

20 00:03:17.820 00:03:21.389 Pranav Narahari: I think, like, maybe right after this, if you have another 30 minutes, like, that would be great.

21 00:03:21.620 00:03:22.330 Casie Aviles: Okay.

22 00:03:22.770 00:03:23.220 Pranav Narahari: Okay, cool.

23 00:03:23.220 00:03:26.079 Casie Aviles: Yeah, like, I was also just…

24 00:03:26.190 00:03:32.500 Casie Aviles: Right, right before the stand-up, I was just pushing some stuff, like fixes for…

25 00:03:33.060 00:03:36.959 Casie Aviles: You know, the image gen earlier, but…

26 00:03:37.310 00:03:37.670 Pranav Narahari: Nice.

27 00:03:37.670 00:03:38.260 Casie Aviles: Joe.

28 00:03:38.260 00:03:41.409 Pranav Narahari: And I think one thing that we could do still before,

29 00:03:41.570 00:03:44.439 Pranav Narahari: Demo, if we have the demo, is.

30 00:03:44.440 00:03:45.000 Casie Aviles: Just happened.

31 00:03:45.000 00:03:47.039 Pranav Narahari: That backup model implemented.

32 00:03:48.060 00:03:53.799 Casie Aviles: Yeah, I decided to just go with another… like, Google model, so… Okay.

33 00:03:53.800 00:03:55.680 Pranav Narahari: Perfect. That makes things simpler.

34 00:03:57.400 00:03:58.180 Casie Aviles: Alright.

35 00:03:59.370 00:04:03.149 Casie Aviles: Cool, so I guess that’s all for Lilo, then.

36 00:04:03.380 00:04:04.030 Pranav Narahari: Yep.

37 00:04:04.880 00:04:11.000 Casie Aviles: And yeah, well, maybe one other quick update, I can talk about, like, the stuff I was working on.

38 00:04:11.000 00:04:24.070 Pranav Narahari: Yeah, the update theme, that has been… I created a PR for that, you can put that into internal review. Data hallucinations, I updated the system prompt, and…

39 00:04:24.240 00:04:26.880 Pranav Narahari: I…

40 00:04:27.810 00:04:33.740 Pranav Narahari: I… well, I think this was already implemented, but we have extended thinking set up for the chat.

41 00:04:34.260 00:04:34.850 Casie Aviles: should read.

42 00:04:34.850 00:04:38.270 Pranav Narahari: reduce hallucinations, hopefully.

43 00:04:38.480 00:04:47.679 Pranav Narahari: I think we just kind of wait for feedback on the system prompt. If we continue to get, like, hallucination issues, then what we can do is,

44 00:04:47.920 00:04:50.939 Pranav Narahari: Remove extended thinking only because…

45 00:04:51.390 00:05:03.780 Pranav Narahari: we would then be able to configure the temperature. The issue is, is Claude only allows you to configure temperature if you don’t enable extended thinking. So…

46 00:05:04.160 00:05:08.460 Pranav Narahari: For as long as we have extended thinking, we have to keep the temperature to 1.0, which is, like.

47 00:05:08.980 00:05:10.190 Casie Aviles: Oh, okay. You know.

48 00:05:10.440 00:05:14.299 Pranav Narahari: Higher the temperature, if you don’t already know, is, like, more creative output.

49 00:05:14.470 00:05:19.579 Pranav Narahari: Yeah. Which, in this case, we don’t want. Yeah, exactly, it’s gonna be more sporadic.

50 00:05:19.690 00:05:24.510 Pranav Narahari: But I think since the insights that are being created are very structured, like.

51 00:05:24.650 00:05:27.709 Pranav Narahari: I don’t really think we need to have, like, that much creativity.

52 00:05:27.710 00:05:28.849 Casie Aviles: Yeah, that’s true.

53 00:05:29.570 00:05:31.289 Pranav Narahari: We’ll see,

54 00:05:31.850 00:05:41.710 Pranav Narahari: the temperature’s basically at the most random that it could be, so what we could do is, like, bring it down. I think right now, for the image gen stuff that you have set up.

55 00:05:42.030 00:05:45.519 Pranav Narahari: Is you have that temperature at .2, so…

56 00:05:45.520 00:05:45.939 Casie Aviles: I could also.

57 00:05:45.940 00:05:48.419 Pranav Narahari: They’ll put this at point 2.

58 00:05:49.390 00:05:51.609 Pranav Narahari: Yeah, now that I say this out loud, I feel like…

59 00:05:51.840 00:05:56.009 Pranav Narahari: we don’t really need extended thinking. I’m thinking of just removing that, and then…

60 00:05:56.280 00:06:02.120 Pranav Narahari: I’ll update the temperature, and then hopefully that helps with hallucinations. So yeah, maybe right after this call, I’ll do that.

61 00:06:02.550 00:06:10.870 Casie Aviles: Okay, so the extended thinking is the one that’s, you know, Making it… They’re causing the hallucinations.

62 00:06:11.180 00:06:13.220 Pranav Narahari: Well, no, I think that’s just,

63 00:06:13.510 00:06:21.659 Pranav Narahari: If anything, the extended thinking is helping with, preventing hallucinations, but the issue is, is, like, we have to keep the temperature

64 00:06:21.860 00:06:28.600 Pranav Narahari: We can’t configure the temperature, if that’s the case, so it stays at 1.0, which I think that is the main driver for the…

65 00:06:28.800 00:06:35.970 Pranav Narahari: not the main driver, it’s one of the driver’s hallucination. I think updating the system prompt, which I already did, is going to be a huge, like, step in the right direction.

66 00:06:36.160 00:06:36.950 Pranav Narahari: But…

67 00:06:37.730 00:06:48.110 Pranav Narahari: you know, let’s remove extended thinking. If they’re not, is that B with the output anymore, then I can just re-enable it. I’ll let them know that hallucinations should still be reduced because of the enhanced system prompt.

68 00:06:48.330 00:06:48.720 Casie Aviles: Weekly.

69 00:06:49.310 00:06:51.450 Pranav Narahari: There’s obviously, like, a whole, like…

70 00:06:51.680 00:07:03.229 Pranav Narahari: you know, can of worms that we can open if we really want to, like, eradicate this issue. But the lowest lift is what we’re doing right now. System prompt update and temperature configuration.

71 00:07:04.300 00:07:05.210 Casie Aviles: Okay, cool.

72 00:07:05.210 00:07:05.730 Pranav Narahari: Yep.

73 00:07:05.900 00:07:09.129 Casie Aviles: Alright, thank you for that. I’ll put this in…

74 00:07:10.620 00:07:14.229 Casie Aviles: Are they reviewing it right now, or not necessarily, so…

75 00:07:14.230 00:07:20.119 Pranav Narahari: No, it still needs to be pushed to dev, so this one you can just put in in progress, yeah.

76 00:07:20.340 00:07:21.319 Casie Aviles: Alright. And.

77 00:07:21.450 00:07:23.970 Pranav Narahari: What else? I think there’s also…

78 00:07:27.340 00:07:31.010 Pranav Narahari: I’m not sure if there’s a ticket for this, give me one sec.

79 00:07:31.010 00:07:31.600 Casie Aviles: Sure.

80 00:07:34.070 00:07:39.939 Casie Aviles: Yeah, the rest here are just related to the forecasting data and the data warehouse.

81 00:07:40.440 00:07:48.230 Pranav Narahari: Yeah, one other thing was just the Google Ads thing. That’s been implemented, I’m not sure if there was a ticket tracking that.

82 00:07:49.040 00:07:54.510 Pranav Narahari: But… enable Google Ads MCP and UI. Yeah, it’s already an internal review. Okay, perfect. Yeah.

83 00:07:55.640 00:08:05.339 Pranav Narahari: Yep, that’s, so basically, maybe we can… in that call where I give you, like, a recap of what happened yesterday with Lilo, I can… we can also just, like, push these into dev.

84 00:08:06.300 00:08:07.160 Casie Aviles: Alright, then.

85 00:08:07.480 00:08:09.110 Pranav Narahari: Cool. Alright, thanks, Casey.

86 00:08:09.650 00:08:10.789 Casie Aviles: Alright, thank you.

87 00:08:11.080 00:08:11.840 Casie Aviles: Okay.

88 00:08:13.380 00:08:22.100 Casie Aviles: That’s it for Lilo. Okay, so I’ll move to ABC… Alright, so I guess…

89 00:08:23.240 00:08:31.130 Casie Aviles: Yesterday, I think there was also some… we’re also having some issues with the zip codes, although…

90 00:08:31.460 00:08:33.350 Casie Aviles: Right now, we’re still kind of…

91 00:08:34.010 00:08:40.260 Casie Aviles: QA, in the process of QA in the, you know, the zip codes for each department.

92 00:08:40.980 00:08:46.410 Casie Aviles: So that’s one thing we really need to, I guess.

93 00:08:46.760 00:08:52.960 Casie Aviles: Iron out, like, all the issues that they were… getting in.

94 00:08:53.230 00:08:55.959 Casie Aviles: Hopefully by next week, we should be able to…

95 00:08:56.270 00:09:01.690 Casie Aviles: Resolved most of those, and resolve, like, the recurring issues that they were experiencing.

96 00:09:02.340 00:09:11.830 Casie Aviles: So… For the zip code sheets, we, we’re… we have for an internal review, so…

97 00:09:12.390 00:09:18.210 Casie Aviles: I just have, like, 2 more to work on. And then next week, I might need some help with, like.

98 00:09:18.480 00:09:20.839 Casie Aviles: Doing, like, one final test.

99 00:09:21.240 00:09:24.490 Casie Aviles: So we can… Make sure that the…

100 00:09:24.900 00:09:33.449 Casie Aviles: nothing slips, or at least we’ve reduced, like, most of the issues that are happening, so I might need your guys’ help there next week.

101 00:09:34.130 00:09:36.619 Casie Aviles: And also when… once Sam is back.

102 00:09:37.040 00:09:37.750 Mustafa Raja: Okay.

103 00:09:38.830 00:09:39.490 Casie Aviles: Alright.

104 00:09:40.620 00:09:44.930 Casie Aviles: That’s… that’s it for the zip codes. We’ll move…

105 00:09:44.930 00:09:46.270 Mustafa Raja: Yeah, from,

106 00:09:46.370 00:09:54.680 Mustafa Raja: For me, on the other side, I didn’t get a chance to work on ABC yesterday, and that’s going to be the case today also.

107 00:09:55.170 00:09:59.260 Mustafa Raja: It’s just, the primary reason for that is just,

108 00:09:59.260 00:10:01.040 Casie Aviles: Oh, yeah, you’re doing Omni.

109 00:10:01.040 00:10:08.569 Mustafa Raja: It’s a huge work, and today probably is the last day we will have access to the old dashboards.

110 00:10:08.980 00:10:15.789 Mustafa Raja: So we just need to, you know, make sure that we have everything set up, so Monday we could go live.

111 00:10:17.220 00:10:17.910 Casie Aviles: Okay.

112 00:10:18.060 00:10:20.479 Casie Aviles: Alright, no problem. I’ll just…

113 00:10:20.760 00:10:24.280 Mustafa Raja: Yeah. Let Amber know as well, so she’s aware of, like…

114 00:10:25.100 00:10:29.310 Casie Aviles: The capacity and timeline, you know, for the work.

115 00:10:29.960 00:10:31.999 Casie Aviles: Because, yeah, like.

116 00:10:32.000 00:10:35.960 Mustafa Raja: So let me know, let me know if I should ping her, and let her know that.

117 00:10:37.020 00:10:41.010 Casie Aviles: Oh, no, I can, I can send, like, the update, the general update of what we…

118 00:10:41.010 00:10:42.729 Mustafa Raja: Okay, okay, yeah, that works too.

119 00:10:43.970 00:10:51.400 Casie Aviles: Sure. So, also, yeah, same thing, right? Nothing for… nothing yet for the… Central dock.

120 00:10:52.110 00:10:57.640 Mustafa Raja: Yeah, yeah, same. It’s just because, I haven’t really gotten a chance to get to ABC.

121 00:10:58.200 00:10:59.769 Casie Aviles: Okay, yeah, yeah, no problem.

122 00:11:01.340 00:11:02.910 Casie Aviles: Okay…

123 00:11:03.330 00:11:10.650 Casie Aviles: Got it, so I think next week we’ll probably need to spend some more time. Hopefully, we’re, you know, we could,

124 00:11:11.990 00:11:15.460 Casie Aviles: work a bit more on theirs.

125 00:11:15.740 00:11:21.140 Mustafa Raja: Yeah, I think this Eden project is just… it was just for this week only, you know?

126 00:11:21.490 00:11:22.280 Casie Aviles: Hmm, okay.

127 00:11:22.430 00:11:24.329 Mustafa Raja: It was a week-long project.

128 00:11:25.690 00:11:32.040 Casie Aviles: I see, I see. And you, you were moving, like, you were, you were migrating them to, over to OmniLeague?

129 00:11:32.510 00:11:35.089 Mustafa Raja: Yeah, from, from Tableau Dome, yeah.

130 00:11:36.190 00:11:36.960 Casie Aviles: Alright.

131 00:11:38.230 00:11:44.090 Casie Aviles: Okay, so I think that’s… that’s all for ABC. I’ll also, like, probably outline what

132 00:11:44.920 00:11:56.550 Casie Aviles: are the next steps as well for the zip work. Other than that, you might need to recalibrate on some items, for the migration work and, yeah, central dock, so…

133 00:11:56.760 00:12:03.429 Casie Aviles: But I think, like, the deadline… like, I mean, the most important deadline is probably next Friday, which is…

134 00:12:04.240 00:12:06.240 Casie Aviles: Amber needs to show something for…

135 00:12:06.540 00:12:06.980 Mustafa Raja: Yeah.

136 00:12:06.980 00:12:14.930 Casie Aviles: the CSRs, but yeah, that’s all. Okay… Alright, so I think…

137 00:12:15.520 00:12:18.709 Casie Aviles: That’s all for our clients.

138 00:12:19.080 00:12:23.670 Casie Aviles: We can go into internal if you have any updates here, Gabe, yeah.

139 00:12:24.210 00:12:26.959 Gabriel Lam: Yeah, main update is I put in a PR.

140 00:12:27.280 00:12:31.749 Gabriel Lam: So I’ll probably need to wait till Sam to come back, for…

141 00:12:31.750 00:12:32.090 Casie Aviles: Okay.

142 00:12:32.090 00:12:39.980 Gabriel Lam: testing linear tickets. The… Webhook only works for the main production branch, so…

143 00:12:40.730 00:12:41.490 Casie Aviles: Oh…

144 00:12:41.490 00:12:45.240 Gabriel Lam: Yeah, when new meetings are coming in, I’m not able to…

145 00:12:45.400 00:12:47.549 Gabriel Lam: I’m able to test it and dry run.

146 00:12:50.350 00:12:54.120 Gabriel Lam: Like, through a script, but not, it doesn’t do it automatically.

147 00:12:55.970 00:12:57.649 Mustafa Raja: Release the webhook setup.

148 00:13:00.230 00:13:00.920 Gabriel Lam: What’s that?

149 00:13:01.740 00:13:11.389 Mustafa Raja: So, so, I’m asking where the web… where’s the webhook set up for that? I guess we could point it to a review app that you would have created?

150 00:13:11.820 00:13:12.620 Casie Aviles: Hmm.

151 00:13:14.210 00:13:15.580 Mustafa Raja: If you want to test it.

152 00:13:18.020 00:13:22.419 Gabriel Lam: Sure, with that, and the webhook currently is on NNN?

153 00:13:23.090 00:13:27.900 Mustafa Raja: Or… Sorry, is it for the meeting, or what is it for?

154 00:13:28.700 00:13:30.029 Gabriel Lam: The meeting adjusted.

155 00:13:30.740 00:13:32.230 Gabriel Lam: Oh, no, sorry, I see it, yeah.

156 00:13:34.970 00:13:36.609 Mustafa Raja: I think it’s into puppies.

157 00:13:38.910 00:13:39.520 Gabriel Lam: Okay.

158 00:13:41.250 00:13:42.050 Gabriel Lam: Okay.

159 00:13:44.310 00:13:48.140 Gabriel Lam: I will change it and see. I’ll try it out.

160 00:13:48.140 00:13:56.839 Mustafa Raja: Yeah, you can… I don’t think that we need to change it, we just… we can just add another one, a new one, for the time being that points to your review app, no?

161 00:13:58.420 00:14:00.330 Gabriel Lam: Okay, yeah, that’s a good idea.

162 00:14:02.350 00:14:08.439 Gabriel Lam: Then the other thing would just be, I’m finalizing

163 00:14:08.840 00:14:15.570 Gabriel Lam: like, a Zoom clip with Sam, just basically on GitHub 101. I think…

164 00:14:17.040 00:14:23.699 Gabriel Lam: I think there is… and I have to check, I have to test this… I think we already have,

165 00:14:24.240 00:14:30.099 Gabriel Lam: a setup for… creating PR descriptions.

166 00:14:30.800 00:14:35.939 Gabriel Lam: But I don’t think that automatically works in GitHub Desktop, so I’m gonna see if there’s a way to…

167 00:14:36.090 00:14:37.929 Gabriel Lam: To have it just generate.

168 00:14:39.780 00:14:40.360 Mustafa Raja: I think it.

169 00:14:40.360 00:14:41.269 Gabriel Lam: So right now, like.

170 00:14:41.270 00:14:43.170 Mustafa Raja: If I’m not wrong.

171 00:14:44.190 00:14:46.180 Gabriel Lam: Or, like, commit messages, yeah.

172 00:14:46.530 00:14:48.750 Gabriel Lam: But that’s…

173 00:14:49.060 00:14:53.260 Gabriel Lam: It’s a small thing. And then the last thing is I’m seeing some, like, linear tickets that have…

174 00:14:53.960 00:14:57.679 Gabriel Lam: been going on for a while, so I wanted to know if…

175 00:14:58.400 00:15:07.689 Gabriel Lam: like, Mustafa, you had Codex run some of these, tickets, and I don’t… I don’t… I wonder if they’re closed or… closable.

176 00:15:08.290 00:15:13.650 Mustafa Raja: I, I think, I ran, I ran codecs, on a few of those.

177 00:15:15.330 00:15:20.630 Mustafa Raja: But I know that the ones that I did ran codecs with, I created PRs for all of those.

178 00:15:21.910 00:15:22.520 Gabriel Lam: Okay.

179 00:15:23.580 00:15:27.620 Mustafa Raja: Yeah, so if there are any other tickets apart from that…

180 00:15:29.100 00:15:32.209 Mustafa Raja: I just wouldn’t have worked on it at all then.

181 00:15:32.210 00:15:34.560 Gabriel Lam: Yeah, like, if we look at 7…

182 00:15:34.560 00:15:38.079 Mustafa Raja: All Codex ones should have PRs. Sorry?

183 00:15:38.250 00:15:38.690 Casie Aviles: Which…

184 00:15:38.690 00:15:47.930 Gabriel Lam: Yeah. So, Casey, if you click the 771 in progress, add weekly column, hits column and week filter.

185 00:15:49.010 00:15:51.519 Mustafa Raja: Oh yeah, this is a PR.

186 00:15:51.910 00:15:54.230 Mustafa Raja: And… I just need to…

187 00:15:54.230 00:15:59.349 Gabriel Lam: There’s, like, one PR that’s draft, one PR that’s merged, one that’s closed, and I’m like, oh, is this closeable?

188 00:15:59.350 00:16:03.410 Mustafa Raja: No, no, no, there is a draft, and I’m working on the draft.

189 00:16:04.430 00:16:09.529 Gabriel Lam: Oh, okay. So this draft one… this draft one needs… I need to work on it, and then…

190 00:16:10.000 00:16:16.519 Mustafa Raja: And then, you know, I’ll… I’ll open it, and then, and then hopefully we.

191 00:16:16.520 00:16:18.769 Gabriel Lam: No worries, I just wanted to see.

192 00:16:18.820 00:16:19.740 Mustafa Raja: Yeah.

193 00:16:19.740 00:16:21.370 Gabriel Lam: If they were ready.

194 00:16:22.210 00:16:26.220 Mustafa Raja: I just haven’t gotten the time to work on internal stuff. No, you’re fine.

195 00:16:27.030 00:16:28.589 Gabriel Lam: Yeah, you’re fine.

196 00:16:28.920 00:16:29.660 Gabriel Lam: Huh.

197 00:16:30.330 00:16:31.820 Gabriel Lam: Okay, that’s it for me.

198 00:16:32.570 00:16:33.470 Casie Aviles: Okay, cool.

199 00:16:34.860 00:16:38.450 Casie Aviles: Yeah, if there are any other, like, open items that…

200 00:16:38.660 00:16:41.739 Casie Aviles: we… that you need any help from Gabe, just,

201 00:16:42.620 00:16:46.790 Casie Aviles: Yeah, you can let us know if we have the time to work on them, but…

202 00:16:47.910 00:16:49.020 Casie Aviles: Oh, they didn’t die.

203 00:16:49.020 00:16:49.810 Gabriel Lam: I appreciate that.

204 00:16:50.820 00:16:53.489 Casie Aviles: Okay. Yeah, I think that that should be all.

205 00:16:53.780 00:16:57.200 Casie Aviles: For… Good day, thank you guys.

206 00:16:57.200 00:16:58.500 Mustafa Raja: This was a long week.

207 00:16:58.500 00:16:59.300 Gabriel Lam: Thanks, guys.

208 00:16:59.510 00:17:02.490 Casie Aviles: It is.

209 00:17:02.490 00:17:06.340 Mustafa Raja: I’m happy it’s going to be weekend soon.

210 00:17:08.730 00:17:10.299 Casie Aviles: Yes, same.

211 00:17:10.569 00:17:11.869 Casie Aviles: Alright, then.

212 00:17:12.210 00:17:13.199 Mustafa Raja: Thank you!

213 00:17:13.200 00:17:14.450 Casie Aviles: Thank you, guys. Bye-bye.

214 00:17:14.450 00:17:14.960 Gabriel Lam: Me too.

215 00:17:15.280 00:17:16.520 Mustafa Raja: Bye, have a good day.

216 00:17:16.520 00:17:17.079 Gabriel Lam: Bye.

217 00:17:17.329 00:17:18.190 Gabriel Lam: You too.