[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]  Ghoul yaps 🧌 [@Ghoulyaps](/creator/twitter/Ghoulyaps) on x 7092 followers Created: 2025-07-15 21:39:22 UTC 🧵 THREAD: @OpenledgerHQ for Developers The AI Stack You Can Actually Build With Today 👨‍💻 ⸻ 1/ Most AI x Web3 projects talk about infrastructure. But @OpenledgerHQ is different because the tools are already live. If you’re a dev? You can ship today. No permission. No waiting. Here’s what makes this stack game-changing 🛠️👇 ⸻ 2/ Completions API – Run LLMs without running servers The /v1/completions endpoint lets you prompt any deployed Specialized Language Model (SLM) and receive structured outputs. Build: •Trading bots •Smart contract auditors •Onchain research agents All without hosting infrastructure. Just prompt, get value, build utility. ⸻ 3/ Model Registry – The Decentralized Hugging Face With /v1/models, you can: •Upload your own LLM or fine-tuned SLM •Monetize it •Let others fork it •Track usage onchain No gatekeepers. You control distribution, attribution, and licensing—from day X. ⸻ 4/ Spend Logs – Full reward transparency The /spend/logs endpoint lets you trace: •Token spend •API usage •Contributor rewards That means if your dataset or fine-tune gets used, you can see it. Prove it. Get paid. No more “black box” inference models that ghost contributors. ⸻ 5/ Proof of Attribution – Onchain economics with receipts Every prompt, response, model update, or dataset upload is tied to your wallet address. That’s not hype—it’s tracked, logged, and visible. If someone builds on your work? You’re part of the reward trail. ⸻ 6/ Testnet is LIVE and frictionless The OpenLedger Testnet gives you: ✅ Live endpoints ✅ Modular tools ✅ Instant deployment You don’t need permission to build just bring an idea and a keystore. ⸻ 7/ OpenLedger gives you rails, not walls Most AI platforms gatekeep usage or lock down contributions. OpenLedger flips it: •Open infrastructure •Verifiable licensing •Developer-first design •Native monetization Build apps that actually pay contributors automatically. ⸻ 8/ New Docs Just Dropped Check the refreshed docs: They’re: •Clean •Modular •Fully updated •Dev-ready with code snippets You don’t need to decode whitepapers you can start building now. ⸻ 9/ Why This Matters This stack empowers: •Solo devs launching AI agents •DAOs building autonomous governance tools •Labs monetizing custom models •Researchers proving provenance It’s infrastructure for builder economies, not influencer hype. ⸻ 10/ TL;DR OpenLedger isn’t promising tooling. It’s already live: – Completions API – Model Registry – Spend Logs – Attribution Engine – Testnet Access – New Dev Docs And most importantly? No gatekeepers. ⸻ And if you’re building the future of AI, OpenLedger just handed you the keys. #OpenLedger #Web3Dev #AIBuilderStack #PayableAI #GhoulYaps  XXXXXX engagements  **Related Topics** [web3](/topic/web3) [coins ai](/topic/coins-ai) [openledgerhq](/topic/openledgerhq) [Post Link](https://x.com/Ghoulyaps/status/1945236776064573762)
[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]
Ghoul yaps 🧌 @Ghoulyaps on x 7092 followers
Created: 2025-07-15 21:39:22 UTC
🧵 THREAD: @OpenledgerHQ for Developers The AI Stack You Can Actually Build With Today 👨‍💻
⸻
1/ Most AI x Web3 projects talk about infrastructure. But @OpenledgerHQ is different because the tools are already live.
If you’re a dev? You can ship today. No permission. No waiting.
Here’s what makes this stack game-changing 🛠️👇
⸻
2/ Completions API – Run LLMs without running servers The /v1/completions endpoint lets you prompt any deployed Specialized Language Model (SLM) and receive structured outputs.
Build: •Trading bots •Smart contract auditors •Onchain research agents
All without hosting infrastructure. Just prompt, get value, build utility.
⸻
3/ Model Registry – The Decentralized Hugging Face With /v1/models, you can: •Upload your own LLM or fine-tuned SLM •Monetize it •Let others fork it •Track usage onchain
No gatekeepers. You control distribution, attribution, and licensing—from day X.
⸻
4/ Spend Logs – Full reward transparency The /spend/logs endpoint lets you trace: •Token spend •API usage •Contributor rewards
That means if your dataset or fine-tune gets used, you can see it. Prove it. Get paid.
No more “black box” inference models that ghost contributors.
⸻
5/ Proof of Attribution – Onchain economics with receipts Every prompt, response, model update, or dataset upload is tied to your wallet address.
That’s not hype—it’s tracked, logged, and visible. If someone builds on your work? You’re part of the reward trail.
⸻
6/ Testnet is LIVE and frictionless The OpenLedger Testnet gives you: âś… Live endpoints âś… Modular tools âś… Instant deployment
You don’t need permission to build just bring an idea and a keystore.
⸻
7/ OpenLedger gives you rails, not walls Most AI platforms gatekeep usage or lock down contributions.
OpenLedger flips it: •Open infrastructure •Verifiable licensing •Developer-first design •Native monetization
Build apps that actually pay contributors automatically.
⸻
8/ New Docs Just Dropped Check the refreshed docs:
They’re: •Clean •Modular •Fully updated •Dev-ready with code snippets
You don’t need to decode whitepapers you can start building now.
⸻
9/ Why This Matters This stack empowers: •Solo devs launching AI agents •DAOs building autonomous governance tools •Labs monetizing custom models •Researchers proving provenance
It’s infrastructure for builder economies, not influencer hype.
⸻
10/ TL;DR OpenLedger isn’t promising tooling. It’s already live:
– Completions API – Model Registry – Spend Logs – Attribution Engine – Testnet Access – New Dev Docs
And most importantly? No gatekeepers.
⸻
And if you’re building the future of AI, OpenLedger just handed you the keys.
#OpenLedger #Web3Dev #AIBuilderStack #PayableAI #GhoulYaps
XXXXXX engagements
Related Topics web3 coins ai openledgerhq