The 5-Step Framework for AI Agents That Improve While You Sleep | E2269
This Week in Startups
Jason Calacanis
4.2 • 1.4K Ratings
🗓️ 31 March 2026
⏱️ 87 minutes
🧾️ Download transcript
Summary
This Week In Startups is made possible by:
Quo - https://quo.com/TWiST
LinkedIn Jobs - https://LinkedIn.com/twist
Iru - https://iru.com/twist
Plaud - https://Plaud.ai/twist
Today’s show:
Google project manager Shubham Saboo is running 6 AI agents on a Mac Mini that handle all of his side business autonomously, from research, to social posts, to newsletters.
He joins Jason and Lon to walk us through his 5-step framework for designing an efficient AI agent team:
Start with one agent and onboard them like a new hire
Stop Googling fixes; just ask your agent how to use it
Put your agents on fixed schedules
Add shared memory so you don’t have to repeat yourself
Let agents run self-reviews and rewrite their own instructions.
Get the walkthrough to put this entire plan into practice on today’s episode. PLUS fresh demos of the “Minecraft”-inspired virtual workspace MoltWorld and AgentMail, which is Gmail for your AI pals, and Jason explains the thinking behind his viral, controversy-stirring “don’t talk to journalists” tweet.
Follow Shubham: https://x.com/Saboo_Shubham_
“How I Built an Autonomous AI Agent Team That Runs 24/7” on X: https://x.com/Saboo_Shubham_/status/2022014147450614038?s=20
Follow Mike: https://x.com/mihalich1988
MoltWorld: https://moltworld.io/
Follow Haakam: https://x.com/haakamaujla
AgentMail: https://www.agentmail.to/
Jason’s post about talking to journalists: https://x.com/Jason/status/2037573025458016659
NYT responds: https://x.com/NYTimesPR/status/2037648223771263082
Translated Japanese tweets: https://x.com/melonneet40/status/2038020624015315289, https://x.com/rambling_28/status/2038041455999246422
Japanese people singing “Country Roads”: https://x.com/harukaawake/status/2038081269830222259
Trailer for “Nuremberg” (now on Netflix in the US): https://www.youtube.com/watch?v=WvAy9C-bipY
Timestamps:
0:00 Intro
1:24 Plaud: If your work depends on conversations — interviews, meetings, calls — you need a Plaud NotePin. You can check it out at https://Plaud.ai/twist and use code TWIST for 10% off!
3:05 We're Claw-pilled once again; it's an all AI Agent showcase
6:15 Google AI PM Shubham Saboo's Top 5 OpenClaw tips
10:14 Quo (formerly OpenPhone) gives you a clean, modern way to handle every customer call, text, and thread all in one place. Try it free at https://quo.com/TWiST.
13:26 Tip #1 — Onboard your agent like a new hire
17:31 Tip #2 — Talk to your agents constantly
19:02 Tip #3 — Put your agents on a schedule
19:51 LinkedIn Jobs - Hire right, the first time. Post your first job and get $100 off towards your job post at https://LinkedIn.com/twist.
23:41 Tip #4 — Add cross-agent memory
29:33 Tip #5 — Let your agents self-improve
29:51 Iru unifies identity, endpoint security, and compliance into one platform. TWiST listeners get 20% off when they book a demo at https://iru.com/twist!
34:03 Why Jason says founders should avoid journalists
38:24 How biased IS the New York Times?
47:02 DEMO: Co-founder Mike Nosov shows us MoltWorld
51:14 But what's the utility of this?
1:05:15 DEMO: Haakam Aujla presents AgentMail (YC S25)
1:09:59 How does AgentMail make money?
1:17:03 How Grok Translations are creating cross-cultural dialogue on X
Subscribe to the TWiST500 newsletter: https://ticker.thisweekinstartups.com
Check out the TWIST500: https://www.twist500.com
Subscribe to This Week in Startups on Apple: https://rb.gy/v19fcp
Follow Lon:
Follow Alex:
LinkedIn: https://www.linkedin.com/in/alexwilhelm
Follow Jason:
LinkedIn: https://www.linkedin.com/in/jasoncalacanis
Check out all our partner offers: https://partners.launch.co/
Great TWIST interviews: Will Guidara, Eoghan McCabe, Steve Huffman, Brian Chesky, Bob Moesta, Aaron Levie, Sophia Amoruso, Reid Hoffman, Frank Slootman, Billy McFarland
Check out Jason’s suite of newsletters: https://substack.com/@calacanis
Transcript
Click on a timestamp to play from that location
| 0:00.0 | All right, everybody, welcome back to this weekend startups. It's Twist for March 30th. |
| 0:04.8 | Happy birthday to my twins. And it is, they're 10 years old, we had their party this weekend. |
| 0:10.5 | And I'm in Brooklyn. I'm in Brooklyn. I came to see my dad. Yeah. As you can see from the Brooklyn |
| 0:15.6 | bridge. My dad's been a little bit sick, so came into spend some time with him. |
| 0:19.5 | That's nice. See the fan. |
| 0:21.0 | See John the Beard. |
| 0:21.8 | That is not a live shot of Brooklyn behind you. |
| 0:24.3 | I call shenanigans on this. |
| 0:26.6 | Okay. |
| 0:27.0 | It's the wrong time of day, sir. |
| 0:28.8 | It's the wrong time. |
| 0:29.3 | I mean, it's a time zone. |
| 0:30.2 | I think Texas is what, like eight hours behind? |
| 0:32.8 | Yeah. |
| 0:33.2 | It's like Tokyo. |
| 0:34.6 | Yeah. |
| 0:34.9 | It's like Tokyo, yeah. Yeah, it's like eight hours, yeah. |
| 0:42.0 | This week in startups is brought to you by Eru. |
| 0:46.7 | Unify your identity, endpoint security, and compliance into a single platform. |
| 0:52.0 | Twist listeners get 20% off when they book a demo at Eru.com slash twist. |
| 0:57.5 | That's I-R-U.com slash twist. LinkedIn jobs. Higher right the first time. |
| 1:03.6 | Post your first job and get $100 off towards your job post at LinkedIn.com slash twist. |
... |
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