Meeting Title: Brainforge x Magic Spoon Project Sync Date: 2026-01-06 Meeting participants: Demilade Agboola, Uttam Kumaran, Awaish Kumar, Ashwini Sharma
WEBVTT
1 00:14:32.040 ⇒ 00:14:32.830 Uttam Kumaran: Sir.
2 00:14:36.210 ⇒ 00:14:37.149 Demilade Agboola: Hi, what’s him.
3 00:14:38.210 ⇒ 00:14:39.239 Uttam Kumaran: Hey, how are you?
4 00:14:39.910 ⇒ 00:14:41.039 Demilade Agboola: I’m doing well, how are you?
5 00:14:44.800 ⇒ 00:14:47.860 Uttam Kumaran: Busy day. Good day so far, though.
6 00:14:49.840 ⇒ 00:14:53.899 Demilade Agboola: Oh… Yeah, it’s just… what time is it then? Midday?
7 00:14:54.880 ⇒ 00:14:56.040 Uttam Kumaran: Yeah, 1240.
8 00:14:56.050 ⇒ 00:14:57.230 Demilade Agboola: Yeah. Actually.
9 00:15:00.850 ⇒ 00:15:03.280 Demilade Agboola: Hopefully slows down very soon.
10 00:15:09.800 ⇒ 00:15:11.310 Uttam Kumaran: Yeah, so tell me what you think.
11 00:15:13.470 ⇒ 00:15:15.349 Demilade Agboola: So I’m trying to…
12 00:15:19.190 ⇒ 00:15:20.190 Demilade Agboola: Angie.
13 00:15:20.370 ⇒ 00:15:30.309 Demilade Agboola: So this is for, like, the Brainforge, like, Magic Spoon thingy. There isn’t a lot of updates. Ashwini doesn’t really have an update on the spin API, so I’m thinking of removing this part.
14 00:15:30.880 ⇒ 00:15:32.970 Demilade Agboola: Oh, I could just put out, you know, we’ve just connected.
15 00:15:32.970 ⇒ 00:15:36.089 Uttam Kumaran: What did they… What did they say? Did they say Omnipotle?
16 00:15:37.830 ⇒ 00:15:38.849 Demilade Agboola: What do you mean, Dean?
17 00:15:39.360 ⇒ 00:15:43.069 Uttam Kumaran: Like, Ashwini, he didn’t… they didn’t look at anything on the prefect.
18 00:15:44.580 ⇒ 00:15:47.879 Demilade Agboola: So, let me… Because he says.
19 00:15:48.730 ⇒ 00:15:51.769 Demilade Agboola: So, I texted him earlier today about…
20 00:15:52.830 ⇒ 00:15:58.350 Demilade Agboola: 5 hours ago. I said, hi, Ashrini, do you have any questions or anything to present to the Magic Spoon team today?
21 00:15:58.600 ⇒ 00:16:03.240 Demilade Agboola: To which he responds, I’m working on the pipeline to ingest data from Spin’s API.
22 00:16:03.340 ⇒ 00:16:05.729 Demilade Agboola: I don’t have anything to showcase.
23 00:16:06.110 ⇒ 00:16:09.630 Demilade Agboola: I then responded with any difficulties so far.
24 00:16:10.540 ⇒ 00:16:16.950 Demilade Agboola: And then he’s now said, I haven’t worked with Prefect, and the code needs to align with the existing pipeline, so it will take a bit of time.
25 00:16:17.370 ⇒ 00:16:24.169 Demilade Agboola: So I don’t know if we should just put the, like, you know, this is in progress, like, this first part is in progress.
26 00:16:25.010 ⇒ 00:16:28.519 Uttam Kumaran: Yeah, the nervousness I have is we said the same thing last time.
27 00:16:29.620 ⇒ 00:16:30.380 Demilade Agboola: Oh…
28 00:16:30.380 ⇒ 00:16:35.430 Uttam Kumaran: They’re gonna… they’re gonna ask us, like, what the status is, so… Maybe.
29 00:16:35.430 ⇒ 00:16:38.630 Demilade Agboola: I think he met with… I know you said it was going to mid-sweeth.
30 00:16:39.790 ⇒ 00:16:40.920 Demilade Agboola: I wish.
31 00:16:42.000 ⇒ 00:16:43.940 Demilade Agboola: But I don’t know if they’ve met already.
32 00:16:44.670 ⇒ 00:16:46.110 Demilade Agboola: I need paper protects her.
33 00:16:48.630 ⇒ 00:16:50.370 Uttam Kumaran: That’s something unusual.
34 00:17:08.380 ⇒ 00:17:16.190 Demilade Agboola: Because, yeah, it’s in, like, 10 minutes. I just want to be able to, like, you know, post some stuff about the infrastructure stuff, so, like.
35 00:17:16.190 ⇒ 00:17:18.059 Uttam Kumaran: Do you wanna… do you wanna share this with me?
36 00:17:18.369 ⇒ 00:17:20.320 Demilade Agboola: Sure. I can walk through also, yeah.
37 00:17:24.170 ⇒ 00:17:26.319 Uttam Kumaran: Thanks for putting a deck together, this is great.
38 00:17:26.900 ⇒ 00:17:29.070 Demilade Agboola: Yeah, so it’s just high level.
39 00:17:29.310 ⇒ 00:17:37.040 Demilade Agboola: I haven’t yet looked at the deep, like, the long-running models, so efficiency isn’t really looked at, it’s just more of the structure of how their DVTs right now.
40 00:17:37.940 ⇒ 00:17:39.440 Demilade Agboola: So…
41 00:17:44.460 ⇒ 00:17:45.020 Uttam Kumaran: helpful.
42 00:17:46.200 ⇒ 00:17:51.399 Demilade Agboola: And I do… I put stuff about potential roadblocks, so we can talk to them about it.
43 00:17:52.450 ⇒ 00:17:54.610 Demilade Agboola: So I was just hoping, if we can get…
44 00:17:55.030 ⇒ 00:18:01.090 Demilade Agboola: I don’t know if we should just remove the Spins API update, but I know they’re going to ask, because that’s definitely something that they’re…
45 00:18:01.480 ⇒ 00:18:02.580 Demilade Agboola: That’s heavy on their mind.
46 00:18:02.580 ⇒ 00:18:07.770 Uttam Kumaran: Yeah, let’s, I mean, we have 10 minutes, let me…
47 00:18:09.150 ⇒ 00:18:11.209 Uttam Kumaran: We at least have to give them a plan.
48 00:18:11.470 ⇒ 00:18:12.640 Demilade Agboola: Yeah. So…
49 00:18:20.440 ⇒ 00:18:23.610 Uttam Kumaran: I’m also sent a message. I can join the Zoom.
50 00:18:23.930 ⇒ 00:18:26.560 Uttam Kumaran: Yeah, in terms of…
51 00:18:27.230 ⇒ 00:18:33.019 Uttam Kumaran: In terms of these, so, okay, broad analytical coverage, a lot of data available, especially distribution searches.
52 00:18:33.340 ⇒ 00:18:38.909 Uttam Kumaran: Okay, that’s fine. We can still bill the cost of the risk to the heavy use of full table interiorizations.
53 00:18:39.210 ⇒ 00:18:43.179 Uttam Kumaran: I wonder, at this point, if we can maybe, like, show an example.
54 00:18:44.970 ⇒ 00:18:46.200 Uttam Kumaran: like.
55 00:18:46.840 ⇒ 00:18:48.970 Demilade Agboola: Yeah, most of the models are…
56 00:18:48.970 ⇒ 00:18:51.650 Uttam Kumaran: Like, a couple of example tables.
57 00:18:52.850 ⇒ 00:18:53.720 Demilade Agboola: Okay…
58 00:19:37.960 ⇒ 00:19:38.910 Demilade Agboola: Yeah.
59 00:19:39.910 ⇒ 00:19:45.900 Demilade Agboola: I’m not sure how many I should put, but, like, basically, a lot of their models are just materialized as tables.
60 00:19:47.160 ⇒ 00:19:53.479 Uttam Kumaran: Yeah, maybe just… just put, like, put a few examples, and then you can share your screen to even walk through, like.
61 00:19:54.250 ⇒ 00:19:57.139 Uttam Kumaran: Walk through some of those. Mainly just.
62 00:19:57.400 ⇒ 00:19:58.550 Demilade Agboola: Yeah, so, like, for instance…
63 00:19:58.550 ⇒ 00:19:59.640 Uttam Kumaran: God, yeah.
64 00:19:59.640 ⇒ 00:20:04.060 Demilade Agboola: Yeah, so, like, for instance, these ones, like, these initial tables, they could be views.
65 00:20:08.460 ⇒ 00:20:09.220 Uttam Kumaran: Opportunity.
66 00:20:09.220 ⇒ 00:20:15.250 Demilade Agboola: Yeah, that’s what I’m trying to say. Everything’s just, like, tables. And also… In terms of…
67 00:20:16.120 ⇒ 00:20:22.050 Demilade Agboola: like, I… again, I haven’t looked through every single model, but, like, I haven’t seen one incremental model, so…
68 00:20:22.540 ⇒ 00:20:28.609 Demilade Agboola: that’s also another space where it’s like, okay, cool, what’s… what’s going on? Why is every single thing a table?
69 00:20:31.150 ⇒ 00:20:32.889 Demilade Agboola: Yeah, so… Ayy.
70 00:20:34.850 ⇒ 00:20:36.509 Uttam Kumaran: Okay, guys,
71 00:20:37.250 ⇒ 00:20:45.010 Uttam Kumaran: Anyway, I just don’t… we didn’t… we don’t have any updates on Spin’s API, and they’re gonna ask us, like, that’s the core.
72 00:20:45.660 ⇒ 00:20:48.089 Uttam Kumaran: core thing, so I wonder, like, what we can share.
73 00:20:50.440 ⇒ 00:20:55.580 Awaish Kumar: So I just spoke with Ashwini after the stand-up.
74 00:20:55.890 ⇒ 00:21:02.330 Awaish Kumar: And, I… I don’t think he has any… he did…
75 00:21:03.000 ⇒ 00:21:05.569 Awaish Kumar: I don’t think he actually worked on experiences.
76 00:21:05.830 ⇒ 00:21:06.920 Awaish Kumar: API.
77 00:21:08.170 ⇒ 00:21:18.159 Awaish Kumar: anything, but basically, he’s up to speed on Prefect, so he went, together on the Prefect repo, how is it being deployed.
78 00:21:18.840 ⇒ 00:21:24.589 Uttam Kumaran: Okay, so that’s all the things I basically want to list. Basically, we need to list that out.
79 00:21:24.970 ⇒ 00:21:31.149 Uttam Kumaran: So, can we all hop in this deck real quick, and let’s just write that out? So I’ll put in… I’ll put in this other slide.
80 00:21:31.420 ⇒ 00:21:34.820 Uttam Kumaran: Let’s just do, like, Spins API…
81 00:21:36.860 ⇒ 00:21:37.770 Awaish Kumar: Oh, interesting.
82 00:21:37.770 ⇒ 00:21:39.200 Uttam Kumaran: API progress.
83 00:21:42.050 ⇒ 00:21:43.050 Awaish Kumar: Well, let’s just put…
84 00:21:43.050 ⇒ 00:21:45.130 Uttam Kumaran: like.
85 00:21:45.130 ⇒ 00:21:46.949 Awaish Kumar: Prefect, maybe something.
86 00:21:48.840 ⇒ 00:21:50.090 Uttam Kumaran: Yeah, yeah.
87 00:21:51.570 ⇒ 00:21:55.989 Uttam Kumaran: Yeah, Wish, if you want to hop on, let’s just edit this, and so let’s just put in a couple phases.
88 00:21:56.150 ⇒ 00:22:05.079 Uttam Kumaran: So let’s put, like, This one is gonna be, like, basically, Prefect Discovery.
89 00:22:09.470 ⇒ 00:22:13.549 Awaish Kumar: Is the link somewhere in, okay, I got it.
90 00:22:18.480 ⇒ 00:22:23.620 Uttam Kumaran: It was gonna be, like, Prefect Access… Prefect. Discovery…
91 00:22:25.270 ⇒ 00:22:27.699 Uttam Kumaran: And then what are the… what’s, like, the next phases?
92 00:22:28.980 ⇒ 00:22:34.990 Awaish Kumar: Next is, like, Experience API discovery, Lagoon.
93 00:22:35.710 ⇒ 00:22:37.360 Awaish Kumar: I can maybe write it, right?
94 00:22:37.810 ⇒ 00:22:40.690 Demilade Agboola: Yeah, and then maybe Spins API integration.
95 00:22:42.450 ⇒ 00:22:44.349 Uttam Kumaran: It’s like the, yeah, sit in basement, yeah.
96 00:22:45.440 ⇒ 00:22:48.090 Awaish Kumar: Basically, now it’s the pipeline.
97 00:22:48.570 ⇒ 00:22:50.610 Awaish Kumar: Like, implementation, right?
98 00:22:51.130 ⇒ 00:22:51.820 Demilade Agboola: Yeah.
99 00:23:05.800 ⇒ 00:23:09.519 Uttam Kumaran: So, maybe I’m gonna put for discovery, I’m gonna put, understanding…
100 00:24:11.210 ⇒ 00:24:17.259 Uttam Kumaran: So, let’s put another one… Can you add another column below?
101 00:24:18.550 ⇒ 00:24:21.880 Uttam Kumaran: And what I’m gonna do is… move these up.
102 00:24:22.170 ⇒ 00:24:25.060 Uttam Kumaran: So, POC, and then we’re gonna do, like, production.
103 00:24:26.220 ⇒ 00:24:30.900 Uttam Kumaran: So this is just gonna be… Testing… Like…
104 00:24:31.450 ⇒ 00:24:41.210 Uttam Kumaran: Verification of initial landed data, and this is gonna be production… casino.
105 00:24:41.940 ⇒ 00:24:45.100 Uttam Kumaran: Production ready, and then backfill.
106 00:25:10.950 ⇒ 00:25:12.130 Uttam Kumaran: Thanks for holding.
107 00:25:40.230 ⇒ 00:25:41.870 Uttam Kumaran: Okay. How do you guys think?
108 00:25:44.540 ⇒ 00:25:45.469 Awaish Kumar: Yeah, looks good.
109 00:25:45.970 ⇒ 00:25:46.860 Demilade Agboola: Yeah.
110 00:25:46.860 ⇒ 00:25:48.859 Uttam Kumaran: I need to unhide this, though.
111 00:25:49.800 ⇒ 00:25:50.900 Demilade Agboola: Scope, yeah.
112 00:25:52.880 ⇒ 00:26:01.559 Uttam Kumaran: So the other thing you can do, yeah, I think… basically, I think we can just say, like, yeah, audit update. I think the… basically…
113 00:26:02.110 ⇒ 00:26:07.310 Uttam Kumaran: It may be better to just put this all on the table than a lot as, like, one… as, like, one slide.
114 00:26:08.850 ⇒ 00:26:09.380 Demilade Agboola: Like…
115 00:26:09.380 ⇒ 00:26:11.920 Uttam Kumaran: Frank’s weakness says block. Strike 2 distance.
116 00:26:14.480 ⇒ 00:26:15.750 Demilade Agboola: Okay, sure.
117 00:26:16.060 ⇒ 00:26:17.099 Uttam Kumaran: Up to you.
118 00:26:21.460 ⇒ 00:26:22.830 Demilade Agboola: We’ll do a slide.
119 00:26:22.830 ⇒ 00:26:26.550 Uttam Kumaran: I could try to give you another… slide templates.
120 00:26:31.250 ⇒ 00:26:32.550 Demilade Agboola: Do you want to send now?
121 00:26:34.470 ⇒ 00:26:36.249 Uttam Kumaran: Yeah, here, I’ll send a seat.
122 00:26:36.870 ⇒ 00:26:37.869 Demilade Agboola: - that’s okay.
123 00:26:41.350 ⇒ 00:26:42.120 Demilade Agboola: Okay.
124 00:27:01.260 ⇒ 00:27:01.820 Ashwini Sharma: Wait.
125 00:27:52.920 ⇒ 00:27:59.710 Uttam Kumaran: And then on this last one, I’m just gonna list out the, who else we’re working on?
126 00:29:02.720 ⇒ 00:29:07.680 Uttam Kumaran: And then one thing I’m gonna add to the start of this… is this.
127 00:29:08.980 ⇒ 00:29:10.530 Uttam Kumaran: We can just list.
128 00:29:10.840 ⇒ 00:29:20.159 Uttam Kumaran: VINs, API, so I’m just gonna… so… We have the spins, pipeline…
129 00:29:20.390 ⇒ 00:29:23.820 Uttam Kumaran: an MMM spins pipeline, MMM data mark.
130 00:29:24.700 ⇒ 00:29:26.890 Demilade Agboola: Okay, Tom, it’s time for the meeting now, though.
131 00:29:27.320 ⇒ 00:29:28.540 Uttam Kumaran: Okay, yeah, let’s go.
132 00:29:29.490 ⇒ 00:29:33.260 Demilade Agboola: Will you finish up this page? This next step?
133 00:29:33.660 ⇒ 00:29:38.649 Uttam Kumaran: Let me finish this up right now, and then I’ll finish up the next steps while you’re… you’re doing intros.
134 00:29:38.930 ⇒ 00:29:40.099 Demilade Agboola: Alright, sounds good.
135 00:29:40.100 ⇒ 00:29:40.630 Uttam Kumaran: Okay.
136 00:29:41.640 ⇒ 00:29:42.610 Uttam Kumaran: Thank you.
137 00:29:43.430 ⇒ 00:29:44.419 Awaish Kumar: Thank you, bud.