Meeting Title: AI Service Morning Huddle Date: 2026-05-11 Meeting participants: Casie Aviles, Mustafa Raja, Samuel Roberts


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1 00:01:01.760 00:01:02.890 Samuel Roberts: Hello?

2 00:01:06.570 00:01:07.839 Mustafa Raja: Hey, how’s it going?

3 00:01:08.250 00:01:08.720 Casie Aviles: Hey, guys.

4 00:01:08.720 00:01:10.010 Samuel Roberts: How about you guys?

5 00:01:14.190 00:01:15.130 Mustafa Raja: Yeah, definitely.

6 00:01:16.100 00:01:17.229 Samuel Roberts: Good weekends.

7 00:01:17.590 00:01:18.710 Mustafa Raja: Yeah…

8 00:01:21.310 00:01:22.930 Samuel Roberts: Cool, cool. Anything exciting?

9 00:01:24.240 00:01:34.360 Mustafa Raja: I mean, for me, it was some of the family come over, and I just played… Far Cry 6.

10 00:01:34.360 00:01:35.930 Samuel Roberts: Oh, nice, nice.

11 00:01:36.900 00:01:38.900 Mustafa Raja: Yeah, that was my weekend.

12 00:01:41.740 00:01:44.050 Samuel Roberts: Not bad. Yeah, it was… yeah.

13 00:01:44.330 00:01:45.469 Samuel Roberts: How about you, Casey?

14 00:01:46.810 00:01:53.350 Casie Aviles: No, I just, I just chilled, and yeah, I just played a video game as well.

15 00:01:53.350 00:01:54.499 Samuel Roberts: Oh, what’d you play?

16 00:01:55.880 00:02:03.630 Casie Aviles: I was trying out… What game was that again? I forgot the title, but…

17 00:02:04.320 00:02:10.770 Casie Aviles: Oh, it was a Stellar Blade. I was just trying it out, but… I think it’s nice.

18 00:02:11.380 00:02:16.119 Casie Aviles: I mean, I was just, like, a huge fan of, like, you know, action games, so…

19 00:02:16.120 00:02:17.789 Samuel Roberts: Yeah, yeah. Oh, cool.

20 00:02:20.810 00:02:23.909 Samuel Roberts: I hadn’t heard of Stellar Blade, I’m looking it up now, that looks good.

21 00:02:24.750 00:02:27.170 Casie Aviles: Yeah, it’s from a Korean.

22 00:02:27.170 00:02:27.710 Samuel Roberts: God.

23 00:02:27.710 00:02:29.190 Casie Aviles: Developers, yeah.

24 00:02:30.160 00:02:33.600 Samuel Roberts: Cool, cool That’s good. Yeah, I was,

25 00:02:34.070 00:02:36.850 Samuel Roberts: My sister had a wedding reception.

26 00:02:37.030 00:02:40.439 Samuel Roberts: My hometown, for people that couldn’t make it to her ceremony.

27 00:02:41.520 00:02:45.869 Samuel Roberts: like a second wedding, basically, on Saturday.

28 00:02:46.360 00:02:46.880 Casie Aviles: I wasn’t.

29 00:02:46.880 00:02:49.860 Samuel Roberts: Cleveland yesterday, yeah. It was good, it was good.

30 00:02:50.190 00:02:54.440 Samuel Roberts: It was a fun night. A lot of people I hadn’t seen since, you know, who knows when, so…

31 00:02:56.400 00:02:57.979 Samuel Roberts: Nice to catch up with people.

32 00:02:58.630 00:02:59.290 Casie Aviles: Yeah.

33 00:03:02.500 00:03:06.620 Casie Aviles: I don’t get a lot of chances to catch up with…

34 00:03:06.620 00:03:07.140 Samuel Roberts: Yeah?

35 00:03:07.140 00:03:12.440 Casie Aviles: Old people, too, but… When, when it happens, like, yeah, it’s nice.

36 00:03:13.000 00:03:17.259 Samuel Roberts: Yeah, it is. You know, people I saw a lot in my childhood don’t really…

37 00:03:18.120 00:03:21.389 Samuel Roberts: see much, you know, especially now that I live in a different city and stuff.

38 00:03:24.060 00:03:25.130 Samuel Roberts: Good, good.

39 00:03:26.810 00:03:32.030 Samuel Roberts: Alright, I don’t… Let’s see, Pranav is offline, so…

40 00:03:34.900 00:03:37.420 Samuel Roberts: I don’t know if he’s gonna be joining…

41 00:03:40.850 00:03:42.399 Samuel Roberts: I guess we can just talk about…

42 00:03:43.340 00:03:47.039 Samuel Roberts: What we’re doing today, and he can maybe review the meeting if he needs.

43 00:03:47.430 00:03:48.050 Casie Aviles: Sure.

44 00:03:48.740 00:03:54.149 Samuel Roberts: So, yeah, I wonder if you guys, I guess, what’s the plan today for y’all?

45 00:03:58.650 00:04:00.100 Casie Aviles: Okay, I’ll start.

46 00:04:00.340 00:04:11.820 Casie Aviles: So, for ABC, I just… of… Some batch tickets from… the whole CDC process, so…

47 00:04:11.820 00:04:12.440 Samuel Roberts: Okay.

48 00:04:12.990 00:04:18.459 Casie Aviles: But they’re… Right now, they’re just mostly for zip, so I’ll work on those so we can…

49 00:04:18.680 00:04:20.920 Casie Aviles: Apply them and have them close.

50 00:04:21.690 00:04:27.300 Casie Aviles: So the tickets you worked on, Sam, from last week, they were approved by Jenny’s already, so…

51 00:04:27.300 00:04:27.770 Samuel Roberts: Okay.

52 00:04:27.770 00:04:29.620 Casie Aviles: I went ahead and closed them.

53 00:04:29.950 00:04:30.929 Samuel Roberts: Great, thank you.

54 00:04:32.850 00:04:44.079 Casie Aviles: So, I also have just a bunch of, you know, open tickets here, like, if we don’t have anything pressing today, I’m just gonna work on, like, cleaning up and closing out as much as I can from the ones that we’ve pushed

55 00:04:44.990 00:04:52.870 Casie Aviles: Yeah, so that’s my main plan right now, and I’ll probably send a note to Pranav if…

56 00:04:52.990 00:04:54.590 Casie Aviles: Or to the channel, if…

57 00:04:55.040 00:04:59.560 Casie Aviles: In case we want to reprioritize, but yeah, I’ll just work on cleaning up the…

58 00:05:00.510 00:05:02.020 Casie Aviles: open tickets that I have.

59 00:05:02.810 00:05:03.560 Samuel Roberts: Okay, great.

60 00:05:03.830 00:05:04.630 Samuel Roberts: Sounds good.

61 00:05:06.710 00:05:07.880 Samuel Roberts: won’t be you, Gustafa.

62 00:05:08.750 00:05:15.980 Mustafa Raja: Yeah, so… Pretty much similar to Casey, I… I don’t exactly have…

63 00:05:16.390 00:05:20.520 Mustafa Raja: Anything right now, but I’ll just look into Nina and…

64 00:05:20.620 00:05:23.029 Mustafa Raja: See what’s open and try and close it.

65 00:05:24.610 00:05:28.810 Samuel Roberts: Okay. Yeah, good job with that, finding that, that build step error.

66 00:05:30.360 00:05:32.970 Samuel Roberts: That was a big, big one, I guess, yeah.

67 00:05:32.970 00:05:51.720 Mustafa Raja: Actually, we, we, now, now that I was, building on my local, because, of course, Cloud Build wasn’t just working at all, right? Sure. So, I have… when I removed it, I noticed that we removed about 4.9 million lines of code.

68 00:05:52.210 00:05:52.920 Samuel Roberts: Oh…

69 00:05:52.920 00:05:54.520 Mustafa Raja: Dude.

70 00:05:55.570 00:05:56.850 Samuel Roberts: Crazy.

71 00:05:57.630 00:05:59.800 Samuel Roberts: Well, yeah, good find, good find.

72 00:06:00.040 00:06:00.620 Mustafa Raja: Yeah.

73 00:06:01.590 00:06:02.350 Mustafa Raja: Cool.

74 00:06:02.930 00:06:06.100 Mustafa Raja: It’s on, on Cloud Build, again.

75 00:06:06.250 00:06:09.170 Mustafa Raja: So, it’s a normal workflow again.

76 00:06:09.550 00:06:14.800 Samuel Roberts: And is it, is it much faster than it was? Like, did that… or back to normal, I don’t know.

77 00:06:15.040 00:06:18.599 Mustafa Raja: Yeah, yeah, yeah, it’s, it’s back to normal, yeah.

78 00:06:18.600 00:06:20.219 Samuel Roberts: Okay, cool, cool, great.

79 00:06:20.900 00:06:32.040 Samuel Roberts: Alright, yeah, I’m working today, I forget exactly the ticket number, but basically the scripts, you know, we can analyze them for the transcripts.

80 00:06:32.890 00:06:47.490 Samuel Roberts: And so I’m trying to make it a little bit more scheduled, and potentially be able to do, like, different windows and things, so we could, you know, do the last two weeks for the window queue, but also do it for other queues, and I put together a plan,

81 00:06:48.120 00:06:53.500 Samuel Roberts: by the end of the day Friday, and I’m gonna start the AI executing on it this morning, so…

82 00:06:55.130 00:06:56.290 Samuel Roberts: That’s a month.

83 00:06:56.520 00:06:57.310 Samuel Roberts: Man.

84 00:06:59.170 00:07:02.610 Casie Aviles: Oh, I was… I was wondering… oh, yeah, go ahead, Masaf.

85 00:07:02.610 00:07:03.719 Mustafa Raja: I go into a farm.

86 00:07:04.050 00:07:12.340 Casie Aviles: No, my question was just with the… with the transcript. Was the HTML, like, a one-time thing for now, or is that, like, a view that they would… they would have?

87 00:07:13.590 00:07:18.579 Samuel Roberts: So that was… that was a view that I just, I put together for the one run that we had.

88 00:07:18.700 00:07:19.660 Samuel Roberts: Okay.

89 00:07:20.100 00:07:36.979 Samuel Roberts: But I think if they liked it, I was… I was gonna try to make it a thing that could be generated, because right now it’s just spitting out, like, a CSV and some Markdown. Yeah. And so if they… I figured that was something I just put together with the coding agent. It’s not, like, rerunnable right now.

90 00:07:37.170 00:07:44.090 Samuel Roberts: Okay. But I don’t think it would be very hard to take that and… Update it to be runnable.

91 00:07:45.960 00:07:46.680 Casie Aviles: Okay.

92 00:07:47.250 00:07:54.839 Samuel Roberts: But I figured it was… I thought that was a good way to, like, let them see it and scroll through it and jump around without having to deploy something.

93 00:07:57.320 00:07:59.729 Casie Aviles: Yeah, definitely. Yeah, that was a little bit.

94 00:08:01.930 00:08:08.099 Samuel Roberts: Yeah, yeah, I was… I’m glad… I’m glad it was… it was good. Hopefully… it looked like Yvette had a problem over the weekend opening it, but hopefully she got it.

95 00:08:08.380 00:08:12.160 Samuel Roberts: Sorted, so… Yeah.

96 00:08:12.820 00:08:13.630 Samuel Roberts: Well, cool.

97 00:08:15.540 00:08:17.010 Samuel Roberts: Anything else?

98 00:08:17.010 00:08:22.000 Mustafa Raja: I was wondering if you have any, anything that I should be working on?

99 00:08:23.310 00:08:28.739 Samuel Roberts: For Eden, I don’t… let me pull up the Eden tickets real quick.

100 00:08:30.570 00:08:32.539 Mustafa Raja: Also, I think M7 is done.

101 00:08:33.159 00:08:34.240 Mustafa Raja: Evening.

102 00:08:34.240 00:08:44.949 Samuel Roberts: Yeah, yeah. So we had some, like, tickets back that I think got all, like, recreated and things, so I don’t know, yeah, this is 25 days ago Utom made this one, but I think it’s good.

103 00:08:45.290 00:08:48.760 Samuel Roberts: But it says it’s blocked by a bandwidth and friction signals report.

104 00:08:49.500 00:08:50.250 Samuel Roberts: I don’t know.

105 00:08:50.250 00:08:56.030 Mustafa Raja: I think this is what, this may be what Casey worked on, I don’t… I don’t know.

106 00:08:56.210 00:09:04.509 Samuel Roberts: Oh, yeah, okay. Which one? Which one? M6, EDE3-33.

107 00:09:07.150 00:09:08.120 Casie Aviles: Oh, okay.

108 00:09:08.760 00:09:12.360 Samuel Roberts: But, I mean, I don’t know if this is exactly what you did, or.

109 00:09:13.170 00:09:19.450 Mustafa Raja: Yeah, but, see, the… Those he weren’t…

110 00:09:25.660 00:09:28.269 Casie Aviles: Yeah, it’s similar to what I did.

111 00:09:28.270 00:09:28.920 Samuel Roberts: Okay.

112 00:09:29.240 00:09:29.820 Casie Aviles: Yeah.

113 00:09:32.870 00:09:39.060 Samuel Roberts: So, what is… so then after that? Oh, then it’s just a handoff and documentation, so… .

114 00:09:41.540 00:09:44.710 Mustafa Raja: Yeah, I think M6 and M7 might be good.

115 00:09:45.050 00:09:50.650 Samuel Roberts: Okay, then I would maybe, take a look at M8,

116 00:09:51.330 00:09:54.050 Samuel Roberts: Looks like, you know, what is that, 29?

117 00:09:54.200 00:10:04.160 Samuel Roberts: Make sure that everything is, like… or start to get things together, at least, for, like, documentation…

118 00:10:05.890 00:10:10.669 Samuel Roberts: how to run things, where things are on the GCP and stuff like that.

119 00:10:10.870 00:10:15.810 Samuel Roberts: Just so that, like, if we hand this over and they want to run it, they have docs.

120 00:10:16.300 00:10:19.169 Samuel Roberts: And also, I guess we’ll have docs as well, you know?

121 00:10:19.800 00:10:20.580 Mustafa Raja: Yeah.

122 00:10:22.130 00:10:25.699 Casie Aviles: Okay, I’ll re… do you want me to reassign this to you, Mustafa?

123 00:10:26.140 00:10:27.220 Mustafa Raja: Yeah, you can.

124 00:10:28.070 00:10:28.590 Casie Aviles: Okay.

125 00:10:28.590 00:10:36.000 Mustafa Raja: And, let me know if I should… so, M7 has 2 tickets. There’s, 34, and then 28, and the…

126 00:10:36.360 00:10:39.630 Mustafa Raja: Look exactly the same, except from real data.

127 00:10:41.630 00:10:45.790 Samuel Roberts: That’s funny, I don’t know…

128 00:10:45.790 00:10:48.430 Mustafa Raja: And we are already using the real data for it, you know?

129 00:10:49.040 00:10:49.740 Casie Aviles: Hmm.

130 00:10:49.930 00:10:55.760 Samuel Roberts: Oh, is that the difference here? Production email from… yeah, okay, I don’t know. Utah made these, I didn’t even realize.

131 00:10:55.760 00:10:57.480 Casie Aviles: related, so I’ll just.

132 00:10:57.480 00:10:58.060 Samuel Roberts: Yeah.

133 00:10:58.060 00:10:59.360 Casie Aviles: Marcus related.

134 00:10:59.980 00:11:01.850 Samuel Roberts: Yeah, at least that, and then…

135 00:11:03.380 00:11:04.800 Casie Aviles: Or duplicate, yeah.

136 00:11:07.640 00:11:09.599 Mustafa Raja: Seems like a duplicate, to be honest.

137 00:11:09.760 00:11:15.259 Samuel Roberts: Yeah, one says real data, and then the other one says… Nothing specifically about it.

138 00:11:15.260 00:11:19.820 Mustafa Raja: But this one with real data doesn’t have much in it, you know?

139 00:11:19.820 00:11:25.160 Samuel Roberts: Yeah, so maybe, maybe, like, reference it. Yeah, there you go, so… Okay.

140 00:11:26.430 00:11:32.080 Samuel Roberts: Alright, cool. I guess, I guess maybe that’s it, unless you guys have anything else.

141 00:11:34.680 00:11:36.309 Casie Aviles: Nope, not at the moment.

142 00:11:36.810 00:11:37.630 Samuel Roberts: Okay, cool.

143 00:11:38.000 00:11:41.200 Samuel Roberts: Yeah, I guess I’ll just let Pranav know we met, and

144 00:11:41.850 00:11:51.799 Samuel Roberts: recording should be there. Okay. And yeah, and then, like I said, if you were gonna post, like you said, to find out if there’s anything else besides cleanup to do right now. But that’s probably a good starting point for now.

145 00:11:52.600 00:11:53.549 Samuel Roberts: For the day.

146 00:11:54.130 00:11:54.820 Casie Aviles: Okay.

147 00:11:55.270 00:11:56.080 Samuel Roberts: Cool.

148 00:11:56.080 00:11:56.620 Casie Aviles: That’s good.

149 00:11:57.340 00:12:01.520 Mustafa Raja: What are we doing about, this M6 ticket that’s signed to me?

150 00:12:02.290 00:12:07.860 Samuel Roberts: M6 bandwidth of… I’m guessing this is the same kind of situation as the other one.

151 00:12:10.180 00:12:12.570 Samuel Roberts: Yeah, 27 is probably the same thing as…

152 00:12:12.860 00:12:15.480 Samuel Roberts: 33, right? What’s the difference? I don’t…

153 00:12:15.640 00:12:17.419 Samuel Roberts: Let me look at these side by side.

154 00:12:18.670 00:12:19.790 Samuel Roberts: Can I do that somehow?

155 00:12:19.790 00:12:20.675 Mustafa Raja: Yes.

156 00:12:22.420 00:12:23.189 Casie Aviles: They’re the same.

157 00:12:23.190 00:12:24.159 Mustafa Raja: 33 days.

158 00:12:24.160 00:12:24.550 Samuel Roberts: Yeah.

159 00:12:24.550 00:12:25.510 Mustafa Raja: I did have good…

160 00:12:25.510 00:12:34.040 Samuel Roberts: So maybe, maybe, Mustafa, do something similar, like Casey said he was gonna go through, you know, look at the other, like, tickets and see what’s… needs to get done, let’s still clean up and, like.

161 00:12:34.600 00:12:35.589 Mustafa Raja: A little bit, you know.

162 00:12:35.590 00:12:37.469 Samuel Roberts: You can probably do the same thing with Eden, it looks like.

163 00:12:38.870 00:12:46.410 Samuel Roberts: Figure out if tickets are duplicates and do the same kind of, thing Casey’s doing, where he’s moving it from duplicate and tagging it with the other ones, maybe?

164 00:12:48.830 00:12:50.849 Samuel Roberts: So that we know what it’s a duplicate of.

165 00:12:54.800 00:12:55.490 Mustafa Raja: Yeah.

166 00:12:56.910 00:12:59.609 Samuel Roberts: This one’s a duplicate of, what, 27?

167 00:13:01.750 00:13:02.840 Samuel Roberts: Okay.

168 00:13:04.370 00:13:06.580 Samuel Roberts: Alright, yeah, I would say do that,

169 00:13:07.070 00:13:08.919 Samuel Roberts: Would be a good start there.

170 00:13:09.620 00:13:13.689 Samuel Roberts: I’m sure there might be other things Pranav, because Pranav, I believe, was…

171 00:13:14.450 00:13:18.480 Samuel Roberts: Talking to… did you have meetings on Friday afternoon?

172 00:13:20.070 00:13:20.999 Samuel Roberts: I don’t know.

173 00:13:21.280 00:13:23.790 Samuel Roberts: So there might be some information we don’t have yet, but…

174 00:13:26.130 00:13:26.650 Mustafa Raja: Yeah.

175 00:13:26.650 00:13:32.830 Samuel Roberts: Yeah, I would say at least clean up a little bit there would be good, so… Okay.

176 00:13:34.070 00:13:35.490 Samuel Roberts: Alright, sounds good, y’all.

177 00:13:36.570 00:13:39.669 Samuel Roberts: I’ll be online, working through the transcript stuff if you need me.

178 00:13:40.460 00:13:41.060 Mustafa Raja: Okay.

179 00:13:41.550 00:13:42.690 Samuel Roberts: Alright, talk to y’all later.

180 00:13:44.280 00:13:46.520 Samuel Roberts: Thank you. Yep, thanks so much.