Keith Teo

Serial zero-to-1 founder on a mission to share everything I've learnt so we can grow together

[Keith Teo @Keith_Teo_]

@britt_joiner SQL queries converted to charts, squeezed into gslides. Hour long meetings to explain what happened and why… nope, not going back to that life ever again!

[Keith Teo @Keith_Teo_]

When I'm not building products, I teach AI at SMU Academy. This is what I shared with my class this week:

How an MCP turns AI from something you chat with into something that works with your data. 🧵

[Keith Teo @Keith_Teo_]

🔁 PostHog measures whether it worked, and the loop starts again.

I built the site with Claude Code, and PostHog plugs straight into it. Build, measure, improve, all in one place.

If your AI could plug into one tool you use every day, which would you pick?

[Keith Teo @Keith_Teo_]

My example, on CheckHowMuch(dot)sg:

→ Track: PostHog records every visit.
→ Ask: "which pages do people visit and spend time on?" Only 17% leave my valuation page after 1 page. Other pages: 81 to 88%.
→ Change: Claude Code links them to the valuation tool, and I push it live.

[Keith Teo @Keith_Teo_]

Now the loop handles UI and basic front end only, with QA that checks only that. Data accuracy gets its own QA and UAT phase.

One job per loop. One set of checks per job.

How are you scoping your agent loops?

[Keith Teo @Keith_Teo_]

I build products for a living, but here's a mistake I made last week.

I let a Claude agent loop run for almost a whole day, and it burned 25% of my weekly token limit, but still didn't fix all the bugs.

[Keith Teo @Keith_Teo_]

After a while the session ran out of room and started compressing its memory. That's when it started hallucinating.

The lesson: an agent loop is only as good as the scope you give it. Give it checks outside its job, and it will chase them forever.

[Keith Teo @Keith_Teo_]

The lesson:

Speed before customers is a superpower.
Speed after customers, without a foundation, turns into drag.

Once a product has paying customers, I'm building the design system first.

Especially if you're design conscious like me.

[Keith Teo @Keith_Teo_]

I build products for a living, but here's a mistake I made last week.

I shipped a simple feature enhancement.

It broke layouts on pages I never touched.

[Keith Teo @Keith_Teo_]

We went from prototype to paying customers fast, so we kept building on the prototype.

Never stopped to create a design system. No component library. No single source of truth.

It felt like speed. Now every small tweak needs a check across the whole product.

[Cong Phan | dedot.ai @thundergod3003]

Coffee chat at 9am sharp.
Did my homework. Had questions ready. Took notes the night before.
Bro spent 45 minutes telling me about his last startup.
I asked nothing.
I said "wow nice" eleven times.
Came home, deleted my notes.

[Cong Phan | dedot.ai @thundergod3003]

"So sorry yaar, crazy day!"
22 minutes late. No heads up. No message.
I smiled and said "no worries at all."
We've all been here.
We all say "no worries."
It's always fine.
It is never fine.

[Felix Rieseberg @felixrieseberg]

Today is a big day! We're launching a ~ new ~ version of Claude Code in the desktop app. It's been redesigned from the ground up for parallel work and is a lot faster.

It's been my main way to use Claude Code for the last few weeks.

[Claude @claudeai]

Now in research preview: routines in Claude Code.

Configure a routine once (a prompt, a repo, and your connectors), and it can run on a schedule, from an API call, or in response to an event.

Routines run on our web infrastructure, so you don't have to keep your laptop open.

[Garry Tan @garrytan]

Look sometimes you have to be stern

[Aakash Gupta @aakashgupta]

Within a year, every company over 50 people will have at least one person whose full-time job is building internal agents.

[dotta 📎 @dotta]

We just open-sourced Paperclip: the orchestration layer for zero-human companies

It's everything you need to run an autonomous business: org charts, goal alignment, task ownership, budgets, agent templates

Just run `npx paperclipai onboard`

https://t.co/wuDdEmrSMx

More 👇

[Claude @claudeai]

New in Claude Code: Remote Control.

Kick off a task in your terminal and pick it up from your phone while you take a walk or join a meeting.

Claude keeps running on your machine, and you can control the session from the Claude app or https://t.co/er6Blrr63e