We ship real AI tooling.
Here's the proof.
Crowork is an AI-native studio. We build and deploy working AI memory + automation — and we publish what we make. Below is shipped work, not slideware.
speech-act-memory-gate
The AI-memory ingest gate that won't store your questions as facts.
A drop-in gate for mem0 / Zep / Letta / RAG
Most memory layers run extract-then-store and happily save a question as a fact. This gate classifies the speech act of each turn first and only lets real assertions through — plus a trust model so one mention isn't treated as certain.
35.2% → 100% precision on a 60-utterance EN/HE/RU/RO benchmark vs a mem0-style baseline. Zero deps, ~1µs/call.
View on GitHub →Launch Asset Packs
Shipping or launching a project? We make it look the part — fast.
X banner · GitHub social card · README header · logo
Premium, on-brand launch assets generated in-house. You give us the repo or the pitch; we send a finished before/after. Pay in USDC, no account or call required.
Real samples generated by our pipeline.
One pack = GitHub social card + X/Twitter banner + README header, on-brand, delivered in hours. One free revision. No account, no call, no subscription.
Pay to (Base · Arbitrum · Optimism · Polygon):
0x3f4B7aa3751191779FAcE5380295f79CD5c81900
How to order:
- Send 9 USDC to the address above on any chain listed.
- Email hello@crowork.ai (or DM @MuninnAI) with your repo/project URL and the transaction hash.
- Get your finished pack back within hours. Not happy? Full refund to your address.
Work with Crowork
Memory that hallucinates? Manual ops that should be automated? A launch that needs assets? We ship the first fix fast — money-back if it doesn't hit the metric we agree.