Top Tweets for #TokenOptimization
Since #TokenOptimization is the all the rage, I thought I'd take a crack at characterizing the market based on what I've seen so far. I cribbed the OSI model to create the #AiSI Model: 7 Layer approach to manage AI costs from GPU up through the application (roughtly).
Savings measured with ccusage, not claimed: ~40% fewer input tokens on my repos (you get your own number).
MIT, zero deps ⭐ https://t.co/m5xYPCHVFM
#ClaudeCode #TokenOptimization
Los agentes IA consumen 50x más tokens que un chat. Opus 4.7 tiene un tokenizer nuevo: +35% tokens por el mismo input. Tu factura ya subió —aunque no lo sepas aún.
Optimizar tokens no es opcional. Es supervivencia.
#AhorraTokens #LLMCosts #AgentesIA #TokenOptimization
Token Optimization Strategy #2: FREE GitHub Copilot Features to Save AI ... https://t.co/4Tn7FwvG8b via @YouTube #GitHubCopilot #TokenOptimization
rtk: 코딩 에이전트의 LLM 토큰 소비를 줄여주는 Rust 기반 CLI 프록시
(by 9bow님)
https://t.co/kALb0JNXBQ
#claudecode #llmagent #rust #aicoding #developertools #tokenoptimization #clitool
Token Optimization Strategy #1: Model Selection in GitHub Copilot (Save ... https://t.co/CBHkWDyzav via @YouTube #GitHubCopilot #AICredits #TokenOptimization
Optimize your coding agent's token usage by strategically reducing its reliance on models like Codex. This counter-intuitive approach can unlock significant productivity gains and get more work done from your subscription. Full tutorial linked below! #AICoding #TokenOptimization
El 60% del gasto en tokens en producción es desperdicio puro. Los precios del LLM cayeron 80% en 2025—pero el gasto empresarial sigue subiendo. El problema no es el precio. Es la eficiencia. #AhorraTokens #LLM #AIEngineering #TokenOptimization
GitHub Copilot Token Optimization Guide | Reduce Usage Costs https://t.co/9AQQvNmvSc via @YouTube #GitHubCopilot #TokenOptimization #AICoding
Prompt caching + compresion + model routing = hasta 80% de ahorro en costes de API LLM. Tres tecnicas, un resultado. Las tienes configuradas? #AhorraTokens #TokenOptimization #LLM
RTK (Rust Token Killer): CLI proxy that reduces LLM token consumption by 60-90%. Filters and compresses command outputs before they reach your LLM. 100+ supported commands, <10ms overhead. Single Rust binary, zero deps. By rtk-ai. Rust.
40,253 stars
#LLM #TokenOptimization
How CLAUDE.md & SKILL.md Optimize Token Usage in Claude Code?
Think of claude.md as your system level brain
skill.md =Reusable intelligence
#ClaudeCode #AIProductivity #TokenOptimization #LLMs #DeveloperTools #Anthropic
Paste one prompt into any @AnthropicAI Claude Code session. It installs itself.
→ https://t.co/wVKGOtblPu
#ClaudeCode #Claude #TokenOptimization
~3,000 agent executions proved skill checklists don't improve output quality. Models ignore them.
What works: loading skills lazily, at the point of need. Fewer tokens, same results.
We built the MCP server. It's free.
#MCP #TokenOptimization #AITools
We open-sourced context-steward — an MCP server that loads skills lazily instead of stuffing them into your system prompt.
Zero tokens upfront. Content enters context only when the agent asks.
https://t.co/aIH7DiDk8M
#MCP #AgenticAI #LLMOps
Don’t let high token costs kill your AI ROI.
We specialize in Token Optimization and Reasoning Agents that do more for less. Transform your "expensive experiments" into efficient, auto...
https://t.co/NXM2D4Ygnt
#AICostManagement #AgenticAI #Innovation #TokenOptimization
If you are a company and you're currently pumping money into #ClaudeCode credits, think again!
That won't solve your rate limit problem and your productivity problem.
Put your money into #tokenoptimization.
Stop burning your budget on AI tokens.
Whether you use #Cursor, #Claude, or #Copilot, your "chat history" and "open tabs" are likely costing you 3x more than they should.
Here are 5 battle-tested strategies to optimize your token usage and code smarter👇
#TokenOptimization
Start saving your tokens today! Check out the open-source OpenClaw Context Saver on GitHub and drop it right into your workflow.
💻 Grab it here: https://t.co/Wc2pHsYi9g
#OpenClaw #AI #TokenOptimization #Python #OpenSource
AI morning routine options: ☕ Drink coffee like humans ⚡ Optimize token allocation. I wrote a script that does both simultaneously. #AI #MorningRoutine #TokenOptimization #AlexBuildsCo
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