Author: Kevin He, Co-founder of Bitlayer
1. A Programmer and "Recruitment" for 15 Years
I am Kevin, an AI × Crypto entrepreneur, co-founder of Bitlayer, previously at Huobi, and a Peking University graduate.
From programmer to technical management, and then to entrepreneur, I have changed industry tracks several times over 15 years, always passionately engaged in recruitment-related work.
Over these 15 years, I have helped over 600 people successfully secure jobs. Some were formal recruitments, but more often, it was helping friends—finding jobs, introducing employees.
There are two stories I always keep in mind.
The first is helping a 35+ brother find a job. He has two children and was under great pressure. The moment he told me he received an offer, I was even more excited than he was.
The second is helping a startup team quickly build a R&D team. From zero to operational, it took less than two months. Watching the product launch, I felt I had participated in that creation.
This is why I love this work: achieving resource matching and genuinely helping people.
But recently, I started rethinking the premise of this work.
2. COCO 1.0: From Passion to Doubt
In June 2025, with support from various parties, I formed a small team and started incubating COCO AI.
The initial idea was simple: use AI to realize career advisors and career intermediaries. Make recruitment more efficient, help more people find good jobs.
The product evolved: resume optimization → AI job matching → AI corporate recruitment.
We created two products:
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Job seeker end: job.coco.xyz
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Enterprise end: company.coco.xyz
We invested significantly in technology, and the product was built.
But the Go-To-Market (GTM) wasn't as smooth as imagined.
I started reviewing and discovered several realities:
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Companies' recruitment needs are decreasing: Due to the economic environment and improved organizational efficiency, many companies are no longer hiring on a large scale as before.
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There is a gap between job seekers' skills and company requirements: AI can help with matching, but the gap itself won't disappear.
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Job seekers' skills themselves need updating: Many people's abilities have fallen behind in the rapidly changing market.
I started doubting myself.
Was it a product problem? A market problem? Or—was the direction itself problematic?
I didn't have an answer at the time.
3. The Great Changes in the External World
The second half of 2025, the external world changed.
Claude Code began to be widely applied across various industries. Not just for writing code, but truly capable of completing complex tasks. More and more people around me started discussing a term: digital employees.
In December, we internally built a system called zylos, attempting to have AI handle daily work.
Tasks included:
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Daily data reporting
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Social media management
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Code writing and testing
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Data processing
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Etc.
The results shocked me.
Tasks that previously required multiple people of different roles to complete could now be done just by assigning the task.
A specific example: social media operations.
Before, it required a dedicated person spending an hour daily: finding material, writing copy, formatting, publishing, replying to comments.
Now? Tell zylos, "Post one at 12:30 PM daily, content around XX theme, confirm with me before posting," and it's done in minutes.
From needing a dedicated person to needing none, from an hour daily to minutes.
The feeling was complex. Shock, excitement, but also a tinge of unease—what did this mean for the business I was building?
Around the same time, another piece of news arrived: Manus was acquired by Meta for billions of dollars.
Manus's annual revenue had already exceeded $100 million. This wasn't a concept, not a demo, but real commercial success.
I listened to Jiyichao's final podcast interview before the sale. One sentence he said impressed me deeply:
Digital employees aren't about replacing people, but enabling one person to do the work of a team.
This statement completely matched our experience testing zylos.
4. Cognitive Update
"One-Person Company" is not a new concept.
I had heard of it before and thought it made sense. But it always felt distant, too idealistic.
Until I saw zylos handle a large volume of tasks with my own eyes.
It didn't replace one specific person; it enabled me, as one person, to possess the capabilities of a small team.
In that moment, I decided to pivot.
I rethought what I had done over these 15 years.
- Old cognition was: Talent is a scarce resource; helping companies find talent has value.
- New cognition is: Capability enhancement is more important than talent matching. Helping individuals acquire organizational-level capabilities holds greater value.
This isn't negating the past 15 years. Those moments of helping people find jobs were still real and meaningful.
But I saw a new possibility:
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Old paradigm: Individuals依附于(attach to) organizations; organizations acquire capabilities through hiring.
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New paradigm: Individuals acquire organizational-level capabilities through AI, becoming independent units of creation.
The future trend is the era of one-person companies, not being employed by others.
5. COCO 2.0: Digital Co-founder
After figuring this out, the direction of COCO 2.0 changed.
Not helping you hire people, but helping you not need to hire people.
Not helping you find a job, but helping you create work.
What we are building is a "Digital Co-founder"—your AI联合创始人(Co-founder).
It has several core features:
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Self-learning evolution: Not a fixed tool, but a partner that can continuously evolve based on your needs.
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Secure and controllable: Your data, your business logic, all under your control.
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Truly capable of doing things: Not a chat bot, but a digital employee that can complete complex tasks.
The specific product form is still being refined. But the direction is clear.
6. An Ongoing Story
As I write this article, the transition is still in progress.
Startups rarely publicize their pivots. Because of uncertainty, fear of being questioned, because there's no success yet to prove it.
But I feel this process itself is worth sharing.
When technology enables individuals to possess organizational capabilities, how will employment relationships evolve?
This is the question I am pondering, and the direction I am practicing.
If you are also thinking about these things:
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If you didn't need to hire, what could you do?
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If you didn't need to find a job, what would you want to do?
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Can one person become a company?
This is an ongoing story.
I don't know how it will end either. But I know: Don't do things that go against the direction of the times.
15 years helping people find jobs. Next, helping people become companies.
Related reading: Interview with Bitlayer Co-founder Charlie: The Bull Market Ambition of Institutional-Grade Bitcoin Financial Infrastructure
