MMMarco Mornatiinblog.mornati.net·May 31 · 14 min readYour AI Agent Deserves a Tool Harness, Not a Wild WestWe started the same way everyone does: give the LLM access to everything and hope it figures it out. Connect the GitHub MCP, the Jira MCP, the internal product API MCP, throw in a database schema or t00
AKAnup Karanjkarinwowhow.hashnode.dev·May 10 · 13 min readUber Burned Its 2026 AI Budget by April — The Agentic Cost CrisisUber’s AI team ran out of budget in April. Their fiscal year started in January. That sentence appeared on Hacker News and hit the front page in under two hours, accumulating hundreds of comments from engineers who recognized the pattern immediately....00
AKAnup Karanjkarinwowhow.hashnode.dev·May 10 · 13 min readUber Burned Its 2026 AI Budget by April — The Agentic Cost CrisisUber’s AI team ran out of budget in April. Their fiscal year started in January. That sentence appeared on Hacker News and hit the front page in under two hours, accumulating hundreds of comments from engineers who recognized the pattern immediately....00
AKAnup Karanjkarinwowhow.hashnode.dev·May 9 · 13 min readUber Burned Its 2026 AI Budget by April — The Agentic Cost CrisisUber’s AI team ran out of budget in April. Their fiscal year started in January. That sentence appeared on Hacker News and hit the front page in under two hours, accumulating hundreds of comments from engineers who recognized the pattern immediately....00
AKAnup Karanjkarinwowhow.hashnode.dev·May 9 · 13 min readUber Burned Its 2026 AI Budget by April — The Agentic Cost CrisisUber’s AI team ran out of budget in April. Their fiscal year started in January. That sentence appeared on Hacker News and hit the front page in under two hours, accumulating hundreds of comments from engineers who recognized the pattern immediately....00
JKJangwook Kimineffloow.hashnode.dev·May 7 · 8 min readCloudflare Code Mode MCP: Entire API in 1,000 TokensThe fundamental problem with Model Context Protocol servers and large APIs is one of scale. A typical enterprise API has hundreds to thousands of endpoints. Representing each one as a separate MCP tool means tens of thousands of tokens just for the t...00
MMMarco Mornatiinblog.mornati.net·May 5 · 8 min readThe Hidden Tax on Every AI Request: How MCP Servers Are Draining Your Token BudgetLast month, I published a comparison: MCP Servers vs. CLI. Single server (GitHub), controlled test, clear conclusion: Native MCP wastes 99.7% on schema tax in typical sessions. But that's a lab test. 00
MMMarco Mornatiinblog.mornati.net·Apr 27 · 23 min readThe Future of Agentic Tooling: MCP Servers vs. CLI A Data-Driven ComparisonAs Large Language Models (LLMs) evolve into autonomous coding agents, one of the most consequential architectural decisions is deceptively simple: how should an AI agent talk to external services? Tra81S
XYXiao Yaoinblog.appliedaihub.org·Apr 23 · 14 min readStop Writing Long Prompts. Compress ThemMost people, when a prompt stops working, write more. They add clarifications, repeat instructions in different words, hedge against edge cases they haven't encountered yet. The prompt doubles in leng00
RSranjani shettyinblog.ranjanishetty.in·Apr 22 · 9 min readClaude Hit the Limit Again? I was in the middle of something important. Not "important" like saving the world. Important like — I was finally in a flow. Claude was helping me think, write, plan. And then it just... stopped. "You00
