Episode 003 of building Model Deployment Company, an AI-first company, in public. One call, 44 minutes, no parts.

Roles, not prompts: six agent roles and two rules. Gopi's 50-agent harness that built a website. Two 24 GB GPUs approved on Google Cloud. And our two goals: 1 paying client by year-end, 100M views in 6 months.

Hosts: Akhil Kolla, Rithvik Panchumarthi, Gopi, with Sai.

Chapters
00:00 Cold open: 100 million views in 6 months
00:07 Roles, not prompts: one agent per role
03:51 The six roles (and why validation matters)
05:12 Ask questions, work autonomously
07:41 It's system design, not a normal prompt
09:14 Q&A with Sai: rules, skills & CLAUDE.md
11:35 50 agents, one website (Gopi's swarm)
13:40 How the 50-agent harness works
15:53 Don't start from scratch: open-source harnesses
18:05 What else the team built: Gopi's voice agent
22:01 GCP from a Cursor cloud browser (Sai)
23:48 Quota approved: 2 GPUs x 24 GB
25:04 Akhil's take: one sub-agent per integration
27:27 Next steps + best practices teaser
28:50 Two goals: 1 paying client by year-end, 100M views in 6 months
31:22 Sai's goal: keep learning, build products that pay
31:48 Gopi's goal: agentic software for robotics
32:35 Think bigger: Mars (Sai) and "at least we reach the moon"
34:50 Why these calls exist, and "50 of us"
35:57 Agents don't need weekends
37:14 Navier–Stokes and coin tosses
38:08 Get off the laptop: move it to the cloud
39:47 Why it's called the Daily Hello
41:25 A budget sheet in every call
43:22 Close: think December 2027

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