Token Economics

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Deepseek topped Ramp's trending software vendors in June 2026 as US companies chase cheaper AI

 🔬AI Research
the-decoder.com
·

Wall Street needs a crash course in the token economy ahead of AI IPOs. SpaceX offers a preview

 🔬AI Research  Content type: News
cnbc.com·

B33BMO/vaportrail: Your agents leave trails. vaportrail reads them — a local-first flight recorder for AI coding agent sessions.

 💻AI Coding  Content type: Code
github.com··Hacker News

My LLM API Bill Hit $847/Month. Here is the Open-Source Proxy That Cut It to $89.

 👁️Multimodal AI
kaithorne.gumroad.com··DEV

Tokenomics emerges as the new discipline for managing AI’s runaway cost frontier

 🏛️DAOs
siliconangle.com·

What Is Tokenomics, and Why Your AI Infrastructure Is Now a FinOps Problem

 🏛️DAOs  Content type: Blog
cast.ai··Hacker News

The Bill Arrives: How to Manage Agentic AI Costs at Scale

 🤖AI Agents  Content type: Blog
cockroachlabs.com·

Does this actually look like a website an AI company would use?

 🔬AI Research

TokenMizer: Graph-Structured Session Memory for Long-Horizon LLM Context Management

 🔬AI Research  Content type: Academic
arxiv.org·

Frontier Radar #3: How agentic AI is turning tokens into a business metric

 🤖AI Agents  Content type: News
the-decoder.com
·

My Notes on the Progression from Context to Prompt to Harness engineering in making GPT LLMs Useful: (TUESDAY) MAMLMs

 ✍️Prompt Engineering  Content type: News  Content type: Blog

Token Is More Than a Billing Unit, It's Becoming the Resource Unit of the AI Era

 🏛️DAOs  Content type: Blog
jimmysong.io·

GitHub Cuts Token Use To Reduce Bills

 🔌MCP
i-programmer.info·

Cursor cuts prices and adds enterprise spend controls amid “tokenomics reckoning

 💻AI Coding

Arithmetic Without Numbers – How LLMs Do Math

 🧠LLMs

A Bug Could Have Printed Unlimited Zcash For Four Years. Did Anyone?

 🏛️DAOs  Content type: News  Content type: Blog
bitquery.io·

StartupHub-AI/x402-mesh: Open peer-pricelist + referral protocol for safe agentic commerce, layered on Coinbase x402. Signed referral tokens, atomic USDC commission settlement on Base, composes with ACK-ID / WIMSE for identity.

 🏛️DAOs  Content type: Code
github.com··Hacker News

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