agent: task complete
users: still can't sign up
finishing a task and moving the goal are different things
alan ai reports back once work is tested and verified. that's the bar i'd want for any agent
The founder behind this launch couldn't code.
A few years ago, Ali Khokhar was sleeping on the floor of his cofounder's studio in SF, eating Factor twice a day and living off savings.
→ He'd left a comfortable job at Upwork, where he built products that turn human expertise into AI
→ A few months into his own company, his first CTO stepped away to start a family. Ali was alone, with a few months of savings left
→ He couldn't build the product, so he sold it first. Four weeks later: $10K+ in revenue and zero lines of code
→ That's what got John Xing to leave Databricks and become his cofounder
→ John wasn't impressed by the technology. There wasn't any. He was impressed that people were paying for something that didn't exist yet
John's studio became their first office. They've outgrown every office since.
Today their agents support care for 10M+ patients, they've raised $24M, and they just launched Concurrence, a system that lets hospitals learn from every patient they treat.
Ali's goal: no patient should ever be the first case their doctor has seen.
holy shit, 52% of the prs this team merged last month were automated
> superplane scans your backlog and picks the tickets it's confident about
> the agent writes the fix, your ci checks run
> if ci fails, it gets the error and retries
> if it's still stuck, it escalates to a human
And it's open source WHAT THE HECKKK
> be the US healthcare system
> spend $4.9 trillion a year
> treat millions of patients
> forget every single one of them
> 15-minute appointments
> nobody checks in after
but but but
> a guy who lost his mom to breast cancer at 13 shows up
> watched his family fight the system for her care
> leaves Google to fix it
> builds Concurrence
> gives every patient a digital twin
> AI agents follow up between visits
> catches when you stop your meds
> your doctor still makes the important calls
> every patient makes the hospital smarter
healthcare just got a memory
1,000,000,000 Seriously?????
AI agents can use APIs, but the real world still runs on email.
Invoices, account verification, customer support, receipts, business deals.
Every business might not have an API, but almost every business has email.
Giving agents their own inbox feels like an obvious next step.
How I’d use Okara CMO v4 to get the first 100 users from Reddit:
> Drop in website
> It finds relevant subreddits + threads
> It writes replies that follow each sub’s rules
> You approve or edit
> Repeat 3–5 times a day
This is the version of ‘marketing’ that actually scales for solo founders.
this is a cool project idea bookmark this before you forget 👇
build an AI agent that monitors your competitors:
→ scrape their websites using Context(dot)dev
→ track pricing and product updates
→ analyze their landing pages and positioning
→ steal SEO / AEO / GEO ideas from their content strategy
→ use an LLM to turn everything into an actionable report
basically your own competitor research agent working 24/7
imagine running this across 10 competitors automatically
I've been seeing more people experiment with AI for building apps, but getting it to build exactly what you want is the real challenge.
BOOKMARK THIS!!!
There's a live GPT 6 Astra Crash Course where you build with Astra during the session, not just watch.
What you'll get:
> Product building: describe the app or tool you want, and watch Astra build a working version live while you follow along
> Job hunting: Astra finds jobs that match you and tailors your resume for each one
> Investing: tell Astra the stocks, mutual funds and IPOs you follow, and it alerts you when they move and explains why
> The Astra Power Playbook, with workflows ready to plug and play, for everyone who attends
And the best part: it's completely free.
Happening this Saturday, 10 AM EST.
https://t.co/V9tUNXVEpB #FreeAICourse
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Submit your product → Jev decides whether it stays → if it makes the cut, you get a free backlink from a DR 19 domain.
Submit yours:
https://t.co/JYmsb2ziCp