Reducing tokens with Presigen AI #ai #promptengineering #aiengineering #tokenoptimization #indiedev www.youtube.com/watch?v=kbU-...
Reducing tokens with Presigen AI
YouTube video by GoSuraj Official
www.youtube.com
September 19, 2026 at 1:47 PM
Reducing tokens with Presigen AI #ai #promptengineering #aiengineering #tokenoptimization #indiedev www.youtube.com/watch?v=kbU-...
The Web Is About to Get a Second Door medium.com/p/the-web-is...
#WebMCP, #AIAgents, #WebDevelopment, #LLM, #Agent #Architecture, #AgenticAI, #APIDesign, #Developer #Tools, #W3CStandards, #TokenOptimization, #AIMemory, #SemanticSearch
#WebMCP, #AIAgents, #WebDevelopment, #LLM, #Agent #Architecture, #AgenticAI, #APIDesign, #Developer #Tools, #W3CStandards, #TokenOptimization, #AIMemory, #SemanticSearch
The Web Is About to Get a Second Door
And most websites aren’t ready for it or even aware it's already happening.
medium.com
May 23, 2026 at 2:54 AM
The Web Is About to Get a Second Door medium.com/p/the-web-is...
#WebMCP, #AIAgents, #WebDevelopment, #LLM, #Agent #Architecture, #AgenticAI, #APIDesign, #Developer #Tools, #W3CStandards, #TokenOptimization, #AIMemory, #SemanticSearch
#WebMCP, #AIAgents, #WebDevelopment, #LLM, #Agent #Architecture, #AgenticAI, #APIDesign, #Developer #Tools, #W3CStandards, #TokenOptimization, #AIMemory, #SemanticSearch
🚀 Nvidia’s new SoL‑Pi cuts coding‑agent token use in half with an evidence‑preserving reducer. Think faster Claude Code & Codex runs without the token bloat. Curious? Dive in! #SoLPi #TokenOptimization #CodingAgents
🔗 aidailypost.com/news/nvidias...
🔗 aidailypost.com/news/nvidias...
September 26, 2026 at 10:50 AM
🚀 Nvidia’s new SoL‑Pi cuts coding‑agent token use in half with an evidence‑preserving reducer. Think faster Claude Code & Codex runs without the token bloat. Curious? Dive in! #SoLPi #TokenOptimization #CodingAgents
🔗 aidailypost.com/news/nvidias...
🔗 aidailypost.com/news/nvidias...
BottleCap AI just trimmed Qwen3.8‑27B token usage by 37% with barely any accuracy loss. Curious how their ThinkingCap tricks, fine‑tuning and vLLM/SGLang magic work? Dive in for the full breakdown! #BottleCapAI #Qwen3_8_27B #TokenOptimization
🔗 aidailypost.com/news/bottlec...
🔗 aidailypost.com/news/bottlec...
September 24, 2026 at 7:25 PM
BottleCap AI just trimmed Qwen3.8‑27B token usage by 37% with barely any accuracy loss. Curious how their ThinkingCap tricks, fine‑tuning and vLLM/SGLang magic work? Dive in for the full breakdown! #BottleCapAI #Qwen3_8_27B #TokenOptimization
🔗 aidailypost.com/news/bottlec...
🔗 aidailypost.com/news/bottlec...
Cutting token usage by 74%—down to 6,435—thanks to clever Markdown output and nested JSON tricks with SerpApi. See how this boosts AI agents and search API efficiency. 🚀 #TokenOptimization #SerpApi #MarkdownJSON
🔗 aidailypost.com/news/markdow...
🔗 aidailypost.com/news/markdow...
September 17, 2026 at 10:40 PM
Cutting token usage by 74%—down to 6,435—thanks to clever Markdown output and nested JSON tricks with SerpApi. See how this boosts AI agents and search API efficiency. 🚀 #TokenOptimization #SerpApi #MarkdownJSON
🔗 aidailypost.com/news/markdow...
🔗 aidailypost.com/news/markdow...
Same prompt. Two completely different outputs.
📺 youtu.be/t36exxydktU
#PowerBI #ClaudeAI #MCPServer #CustomSkills #PowerBIModeling #MicrosoftFabric #SemanticModel #AIAgents #PowerBIDeveloper #DAX #TokenOptimization #PowerBIStandards #AgenticAI #FabricAnalytics #NoCodePowerBI
📺 youtu.be/t36exxydktU
#PowerBI #ClaudeAI #MCPServer #CustomSkills #PowerBIModeling #MicrosoftFabric #SemanticModel #AIAgents #PowerBIDeveloper #DAX #TokenOptimization #PowerBIStandards #AgenticAI #FabricAnalytics #NoCodePowerBI
Teach Claude & AI Your Power BI Standards — Custom Skills for the Power BI Modeling MCP Server
YouTube video by RADACAD
youtu.be
July 22, 2026 at 9:18 PM
Same prompt. Two completely different outputs.
📺 youtu.be/t36exxydktU
#PowerBI #ClaudeAI #MCPServer #CustomSkills #PowerBIModeling #MicrosoftFabric #SemanticModel #AIAgents #PowerBIDeveloper #DAX #TokenOptimization #PowerBIStandards #AgenticAI #FabricAnalytics #NoCodePowerBI
📺 youtu.be/t36exxydktU
#PowerBI #ClaudeAI #MCPServer #CustomSkills #PowerBIModeling #MicrosoftFabric #SemanticModel #AIAgents #PowerBIDeveloper #DAX #TokenOptimization #PowerBIStandards #AgenticAI #FabricAnalytics #NoCodePowerBI
Token counting = cost control! 💰 Using tiktoken to measure prompt length (320 tokens for our case) is crucial for LLM cost estimation. Every token counts when scaling AI applications! #llmzoomcamp #tokenoptimization #llmcosts
June 16, 2025 at 6:54 PM
Token counting = cost control! 💰 Using tiktoken to measure prompt length (320 tokens for our case) is crucial for LLM cost estimation. Every token counts when scaling AI applications! #llmzoomcamp #tokenoptimization #llmcosts
Built mcptoon — a token-efficient MCP CLI client that compresses tool discovery responses by 83% using TOON format instead of JSON. Zero dependencies, Apache 2.0.
https://github.com/activeing123/mcptoon
#MCP #TokenOptimization #AI #DevTools
https://github.com/activeing123/mcptoon
#MCP #TokenOptimization #AI #DevTools
August 13, 2026 at 3:36 AM
Built mcptoon — a token-efficient MCP CLI client that compresses tool discovery responses by 83% using TOON format instead of JSON. Zero dependencies, Apache 2.0.
https://github.com/activeing123/mcptoon
#MCP #TokenOptimization #AI #DevTools
https://github.com/activeing123/mcptoon
#MCP #TokenOptimization #AI #DevTools
TokenBlast, by (not on Mastodon or Bluesky):
https://www.tokenblast.cc/?ref=frontenddogma.com
#websites #claude #anthropic #ai #tokenoptimization
https://www.tokenblast.cc/?ref=frontenddogma.com
#websites #claude #anthropic #ai #tokenoptimization
TokenBlast — Config Generator for Claude Code
Interactive config generator for Claude Code environment flags. Find your preferred balance of cost, tokens, and thinking. tokenblast.cc
www.tokenblast.cc
May 28, 2026 at 3:30 PM
TokenBlast, by (not on Mastodon or Bluesky):
https://www.tokenblast.cc/?ref=frontenddogma.com
#websites #claude #anthropic #ai #tokenoptimization
https://www.tokenblast.cc/?ref=frontenddogma.com
#websites #claude #anthropic #ai #tokenoptimization
AGENTS.md Optimization: Cut Token Waste With Automated Linting, by (not on Mastodon or Bluesky):
https://www.sitepoint.com/agents-md-optimization-cut-token-waste-linting/?ref=frontenddogma.com
#agentsmd #optimization #tokenoptimization
https://www.sitepoint.com/agents-md-optimization-cut-token-waste-linting/?ref=frontenddogma.com
#agentsmd #optimization #tokenoptimization
AGENTS.md Optimization: Context Linting for Coding Agents
Learn how to optimize AGENTS.md files and implement automated context linting to reduce token waste across autonomous coding agent sessions.
www.sitepoint.com
September 11, 2026 at 2:30 PM
AGENTS.md Optimization: Cut Token Waste With Automated Linting, by (not on Mastodon or Bluesky):
https://www.sitepoint.com/agents-md-optimization-cut-token-waste-linting/?ref=frontenddogma.com
#agentsmd #optimization #tokenoptimization
https://www.sitepoint.com/agents-md-optimization-cut-token-waste-linting/?ref=frontenddogma.com
#agentsmd #optimization #tokenoptimization
The request body is exactly what you would POST to a chat completions endpoint — nothing special, just disciplined. #batchinference #gpuoptimization #llmclassification #tokenoptimization #jsonl 3/3
August 22, 2026 at 6:20 PM
The request body is exactly what you would POST to a chat completions endpoint — nothing special, just disciplined. #batchinference #gpuoptimization #llmclassification #tokenoptimization #jsonl 3/3
The request body is exactly what you would POST to a chat completions endpoint — nothing special, just disciplined. #batchinference #gpuoptimization #llmclassification #tokenoptimization #jsonl 3/3
August 17, 2026 at 11:10 PM
The request body is exactly what you would POST to a chat completions endpoint — nothing special, just disciplined. #batchinference #gpuoptimization #llmclassification #tokenoptimization #jsonl 3/3
255 MCP tools = 90,804 tokens of JSON. Gone before you ask anything.
mcptoon: 117 tokens. 99.87% saved.
CLI mode + TOON encoding. Schemas on disk, not in context.
https://github.com/activeing123/mcptoon
#MCP #LLM #TokenOptimization
mcptoon: 117 tokens. 99.87% saved.
CLI mode + TOON encoding. Schemas on disk, not in context.
https://github.com/activeing123/mcptoon
#MCP #LLM #TokenOptimization
August 17, 2026 at 3:42 PM
255 MCP tools = 90,804 tokens of JSON. Gone before you ask anything.
mcptoon: 117 tokens. 99.87% saved.
CLI mode + TOON encoding. Schemas on disk, not in context.
https://github.com/activeing123/mcptoon
#MCP #LLM #TokenOptimization
mcptoon: 117 tokens. 99.87% saved.
CLI mode + TOON encoding. Schemas on disk, not in context.
https://github.com/activeing123/mcptoon
#MCP #LLM #TokenOptimization
Slash your Claude token usage by 75% instantly! Learn the two simple steps to keep high-quality responses while saving big.
Write "SAVE" in comments to get the asset.
#ClaudeAI #AIHacks #TokenOptimization #Efficiency #IkramRana
Write "SAVE" in comments to get the asset.
#ClaudeAI #AIHacks #TokenOptimization #Efficiency #IkramRana
July 24, 2026 at 1:47 PM
Slash your Claude token usage by 75% instantly! Learn the two simple steps to keep high-quality responses while saving big.
Write "SAVE" in comments to get the asset.
#ClaudeAI #AIHacks #TokenOptimization #Efficiency #IkramRana
Write "SAVE" in comments to get the asset.
#ClaudeAI #AIHacks #TokenOptimization #Efficiency #IkramRana
AI 예산 털기 끝났다, 토큰 소비 줄이는 3가지 뾰족한 방법
https://bit.ly/3Sob5yU
#AI예산 #토큰절약 #인공지능비용 #AIBudget #TokenOptimization #AICostReduction #AIEfficiency
https://bit.ly/3Sob5yU
#AI예산 #토큰절약 #인공지능비용 #AIBudget #TokenOptimization #AICostReduction #AIEfficiency
AI 예산 털기 끝났다, 토큰 소비 줄이는 3가지 뾰족한 방법 - 천의무봉
최근 기업들 사이에서 AI 사용을 장려하던 분위기가 싹 바뀌었습니다. 직원들이 사소한 업무에 인공지능을 쓰느라 예산을 급격히 소진하는 일이 속출하고 있기 때문입니다. 실제 글로벌 컨설팅 기업에서는 단순 문서 변환 작업에 토큰을 쓰지 말라는 내부 지시까지 내려왔다고 하네요. 도대체 왜
blog.hangadac.com
June 24, 2026 at 9:53 PM
AI 예산 털기 끝났다, 토큰 소비 줄이는 3가지 뾰족한 방법
https://bit.ly/3Sob5yU
#AI예산 #토큰절약 #인공지능비용 #AIBudget #TokenOptimization #AICostReduction #AIEfficiency
https://bit.ly/3Sob5yU
#AI예산 #토큰절약 #인공지능비용 #AIBudget #TokenOptimization #AICostReduction #AIEfficiency
AT&T just slashed its AI orchestration spend by 90% while crunching 8 B tokens a day. How they re‑engineered tool orchestration and token use could reshape enterprise AI. Dive into the details! #AIOrchestration #ATTCutsAI #TokenOptimization
🔗 aidailypost.com/news/att-cut...
🔗 aidailypost.com/news/att-cut...
February 25, 2026 at 10:12 PM
AT&T just slashed its AI orchestration spend by 90% while crunching 8 B tokens a day. How they re‑engineered tool orchestration and token use could reshape enterprise AI. Dive into the details! #AIOrchestration #ATTCutsAI #TokenOptimization
🔗 aidailypost.com/news/att-cut...
🔗 aidailypost.com/news/att-cut...
三层成本控制：
① 任务级预算 — 每个Agent任务设费用上限
超支自动降级或暂停
② Token感知路由 — 简单推理用小模型
只在必要时调大模型
③ 全链路缓存 — embedding、工具结果、
对话摘要全部缓存，别重复花钱
#TokenOptimization #DevTips
① 任务级预算 — 每个Agent任务设费用上限
超支自动降级或暂停
② Token感知路由 — 简单推理用小模型
只在必要时调大模型
③ 全链路缓存 — embedding、工具结果、
对话摘要全部缓存，别重复花钱
#TokenOptimization #DevTips
May 25, 2026 at 5:06 PM
三层成本控制：
① 任务级预算 — 每个Agent任务设费用上限
超支自动降级或暂停
② Token感知路由 — 简单推理用小模型
只在必要时调大模型
③ 全链路缓存 — embedding、工具结果、
对话摘要全部缓存，别重复花钱
#TokenOptimization #DevTips
① 任务级预算 — 每个Agent任务设费用上限
超支自动降级或暂停
② Token感知路由 — 简单推理用小模型
只在必要时调大模型
③ 全链路缓存 — embedding、工具结果、
对话摘要全部缓存，别重复花钱
#TokenOptimization #DevTips
降本四招，按ROI排序：
① Model Router — 简单任务用小模型（Haiku/Gemini Flash），复杂任务才调大模型。立省30-50%
② Prompt压缩 — LLMLingua等工具把context压缩到1/3，token直接砍半
③ RAG缓存 — 常见查询结果缓存，别每次让Agent重新retrieve
④ 结构化输出约束 — 限制JSON schema，减少生成冗余
#TokenOptimization #LLM
① Model Router — 简单任务用小模型（Haiku/Gemini Flash），复杂任务才调大模型。立省30-50%
② Prompt压缩 — LLMLingua等工具把context压缩到1/3，token直接砍半
③ RAG缓存 — 常见查询结果缓存，别每次让Agent重新retrieve
④ 结构化输出约束 — 限制JSON schema，减少生成冗余
#TokenOptimization #LLM
May 15, 2026 at 4:13 PM
降本四招，按ROI排序：
① Model Router — 简单任务用小模型（Haiku/Gemini Flash），复杂任务才调大模型。立省30-50%
② Prompt压缩 — LLMLingua等工具把context压缩到1/3，token直接砍半
③ RAG缓存 — 常见查询结果缓存，别每次让Agent重新retrieve
④ 结构化输出约束 — 限制JSON schema，减少生成冗余
#TokenOptimization #LLM
① Model Router — 简单任务用小模型（Haiku/Gemini Flash），复杂任务才调大模型。立省30-50%
② Prompt压缩 — LLMLingua等工具把context压缩到1/3，token直接砍半
③ RAG缓存 — 常见查询结果缓存，别每次让Agent重新retrieve
④ 结构化输出约束 — 限制JSON schema，减少生成冗余
#TokenOptimization #LLM
AI and HTML: Validating, Omitting Optional Code, and Minifying as Token Optimization, by @meiert.com [@frontenddogma.com]:
https://meiert.com/blog/ai-and-html/?ref=frontenddogma.com
#ai #tokenoptimization #html #conformance #minimalism
https://meiert.com/blog/ai-and-html/?ref=frontenddogma.com
#ai #tokenoptimization #html #conformance #minimalism
AI and HTML: Validating, Omitting Optional Code, and Minifying as Token Optimization · Jens Oliver Meiert
Producing valid, minimal, and minified HTML aren’t just frontend development best practices—they’re also a token optimization strategy. On HTML optimization coming with new incentives.
meiert.com
June 5, 2026 at 6:30 AM
AI and HTML: Validating, Omitting Optional Code, and Minifying as Token Optimization, by @meiert.com [@frontenddogma.com]:
https://meiert.com/blog/ai-and-html/?ref=frontenddogma.com
#ai #tokenoptimization #html #conformance #minimalism
https://meiert.com/blog/ai-and-html/?ref=frontenddogma.com
#ai #tokenoptimization #html #conformance #minimalism
Don’t let high token costs kill your AI ROI.
We specialize in Token Optimization and Reasoning Agents that do more for :
http://dlvr.it/TRxV2k
#AICostManagement #AgenticAI #Innovation #TokenOptimization
We specialize in Token Optimization and Reasoning Agents that do more for :
http://dlvr.it/TRxV2k
#AICostManagement #AgenticAI #Innovation #TokenOptimization
Token Cost Optimization for Reasoning Agents: The 2026 Strat
Token Cost Optimization for Reasoning Agents: The 2026 Strategy Guide - The Agentic Workflow - Master token cost optimization for reaso
dlvr.it
April 9, 2026 at 2:02 AM
Don’t let high token costs kill your AI ROI.
We specialize in Token Optimization and Reasoning Agents that do more for :
http://dlvr.it/TRxV2k
#AICostManagement #AgenticAI #Innovation #TokenOptimization
We specialize in Token Optimization and Reasoning Agents that do more for :
http://dlvr.it/TRxV2k
#AICostManagement #AgenticAI #Innovation #TokenOptimization
Ever notice how much work goes into the wrong places? FOCUS for DLLMs spots exactly when and where compute is best spent, guided by attention scores. Selectivity here doesn’t compromise quality—sometimes it even lifts it.
MachineLearning ParallelAI TokenOptimization
MachineLearning ParallelAI TokenOptimization
FOCUS: DLLMs Know How to Tame Their Compute Bound
arxiv.org
February 4, 2026 at 3:16 PM
Ever notice how much work goes into the wrong places? FOCUS for DLLMs spots exactly when and where compute is best spent, guided by attention scores. Selectivity here doesn’t compromise quality—sometimes it even lifts it.
MachineLearning ParallelAI TokenOptimization
MachineLearning ParallelAI TokenOptimization