Building in public

We run our own fundraise with our own agent.

AwareLiquid builds HyperCode — autonomous AI coding software & work assistant — and a research line on brain-inspired edge models. We're doing our cold start the way we tell our customers to: let the agent do the work, and show the results.

AwareLiquid Pte. Ltd. · Singapore

Live metrics

Pulled live from the public GitHub and HuggingFace APIs. These are the numbers a real diligence call asks for first — so we keep them in the open.

GitHub stars
—
AwareLiquid repos
Model downloads
—
HuggingFace, all models
Open models
—
on HuggingFace
Repos
—
public repos

How we run our own fundraise

Honest version: the agent does the volume work; the founder does the human work. This is the same product we sell, applied to ourselves.

What the agent does

1
Sourcing
Builds a curated list of funds/angels that fit our thesis, stage and geography — no purchased lists.
2
Personalised drafting
One unique hook per investor (their recent bet ↔ one of our reproducible results). No templates.
3
Reply triage
Parses replies, drafts responses, schedules calls, keeps context in memory so follow-ups never repeat.

What the founder does

✓
The calls
Every high-context conversation and the term sheet are human. The agent never signs anything.
✓
The relationship
Founder-to-investor trust is not delegated.
✓
The judgement
Which investors, which terms, when to walk — human decisions.

Anti-spam is a design rule, not an afterthought: fit-scored targets only, a warmed sending domain, one-click unsubscribe and a global suppression list, no attachments or link shorteners on a first touch, and a human spot-check before any new segment is contacted.

Why build in public

A public metric page is a stronger piece of evidence than a slide. Research results ship as open weights and reproducible scripts; the fundraise runs on the same agent we sell. If it works here, it works for a customer.

See the open models See the research

Contact

For product, research, or partnership conversations: anmuning@awareliquid.ai. Entity: AwareLiquid Pte. Ltd., Singapore.

Important. This page is a record of product and research activity. It is not an offer to sell, or a solicitation of an offer to buy, any security, and nothing here is investment advice. Any financing would be conducted privately and only in compliance with applicable law in the relevant jurisdictions.