• The AI Agent Space, developed for efficient enterprise AI deployment, integrates with existing cloud workflows. It features production-grade AI agents from partners like Box and Cognizant, addressing customer support and automation. Google Cloud's program, led by Kevin Ichhpurani, offers product support, marketing, and co-selling to accelerate market reach and enhance AI investments, ensuring full lifecycle management for AI agents.

    https://console.cloud.google.com/marketplace/browse?inv=1&invt=Ab3JoQ

    #AIagentSpace #googlecloud #enterpriseAI #aiagents #box #cognizant #automation #customersupport #cloudworkflows #ailifecyclemanagement #gemini #vertexai #genai #kevinichhpurani #aideployment #productiongradeai #aisolutions
    The AI Agent Space, developed for efficient enterprise AI deployment, integrates with existing cloud workflows. It features production-grade AI agents from partners like Box and Cognizant, addressing customer support and automation. Google Cloud's program, led by Kevin Ichhpurani, offers product support, marketing, and co-selling to accelerate market reach and enhance AI investments, ensuring full lifecycle management for AI agents. https://console.cloud.google.com/marketplace/browse?inv=1&invt=Ab3JoQ #AIagentSpace #googlecloud #enterpriseAI #aiagents #box #cognizant #automation #customersupport #cloudworkflows #ailifecyclemanagement #gemini #vertexai #genai #kevinichhpurani #aideployment #productiongradeai #aisolutions
    0 Comments ·0 Shares ·13 Views
  • The "Find Your Agent" platform offers over 200 verified AI agents across more than 50 categories that facilitate intelligent automation and enhance productivity for various sectors, including customer support, e-commerce, personal assistance, and education. With about 3,000 monthly active users and a commendable 4.8 rating, the platform enables users to explore and connect with the latest AI technologies geared toward streamlining tasks and improving efficiency. The directory includes a range of free and premium agents, catering to diverse needs such as scheduling, content creation, marketing, and compliance.

    Key Points
    - The "Find Your Agent" platform features over 200 verified AI agents aimed at increasing productivity through automation.
    - It organizes agents into more than 50 categories, making it easy for users to find specific solutions.
    - The platform boasts around 3,000 active users per month, indicating a growing community of engagement.
    - It has achieved a high user satisfaction rating of 4.8, reflecting the quality and effectiveness of the AI agents offered.
    - New AI agents are regularly added to cater to evolving user needs and technological advancements.
    - The agents on the platform serve various industries, including customer support, e-commerce, content creation, and education.
    - Users can access a mix of free and subscription-based agent options, allowing flexibility depending on needs and budgets.

    https://findyouragent.ai/

    #FindYourAgent #AIAgents #IntelligentAutomation #ProductivityTools #AISolutions #AgentDirectory #CustomerSupport #Ecommerce #PersonalAssistant #Education #ContentCreation #ChatGPT #Bard #Claude #Gemini #FreeAI #PremiumAI #VerifiedAIAgents #AImarketplace #AutomationTools #SaaS
    The "Find Your Agent" platform offers over 200 verified AI agents across more than 50 categories that facilitate intelligent automation and enhance productivity for various sectors, including customer support, e-commerce, personal assistance, and education. With about 3,000 monthly active users and a commendable 4.8 rating, the platform enables users to explore and connect with the latest AI technologies geared toward streamlining tasks and improving efficiency. The directory includes a range of free and premium agents, catering to diverse needs such as scheduling, content creation, marketing, and compliance. Key Points - The "Find Your Agent" platform features over 200 verified AI agents aimed at increasing productivity through automation. - It organizes agents into more than 50 categories, making it easy for users to find specific solutions. - The platform boasts around 3,000 active users per month, indicating a growing community of engagement. - It has achieved a high user satisfaction rating of 4.8, reflecting the quality and effectiveness of the AI agents offered. - New AI agents are regularly added to cater to evolving user needs and technological advancements. - The agents on the platform serve various industries, including customer support, e-commerce, content creation, and education. - Users can access a mix of free and subscription-based agent options, allowing flexibility depending on needs and budgets. https://findyouragent.ai/ #FindYourAgent #AIAgents #IntelligentAutomation #ProductivityTools #AISolutions #AgentDirectory #CustomerSupport #Ecommerce #PersonalAssistant #Education #ContentCreation #ChatGPT #Bard #Claude #Gemini #FreeAI #PremiumAI #VerifiedAIAgents #AImarketplace #AutomationTools #SaaS
    Find Your Agent | AI Agent Directory & Search Platform
    findyouragent.ai
    Discover and compare AI agents for all your tasks. Find the perfect AI assistant for your needs to enhance your productivity and streamline your workflow.
    0 Comments ·0 Shares ·14 Views
  • Remember the AI Tools DIrectory "Gold Rush" ... well the "AI agents" race is on (we covered some of these from before)

    aiagentsdirectory.com presents the AI Agents Landscape and Ecosystem as of July 2025, detailing an interactive map that categorizes 1,567 AI agents, tools, and assistants into various functions such as automation, customer support, and content creation. It emphasizes the usefulness of this map for developers, businesses, and researchers by providing a comprehensive overview of AI capabilities, emerging trends, and daily updates in the AI agent market. Additionally, it highlights the advantages of utilizing this resource for comparing features, pricing, and performance of AI solutions.

    Here are a list of Ai Agencies as well :
    https://aiagentsdirectory.com/agency

    Key Points
    aiagentsdirectory.com presents the AI Agents Landscape and Ecosystem as of July 2025, detailing an interactive map that categorizes 1,567 AI agents, tools, and assistants into various functions such as automation, customer support, and content creation. It emphasizes the usefulness of this map for developers, businesses, and researchers by providing a comprehensive overview of AI capabilities, emerging trends, and daily updates in the AI agent market. Additionally, it highlights the advantages of utilizing this resource for comparing features, pricing, and performance of AI solutions.

    Key Points
    - The AI Agents Landscape features an interactive map showcasing 1,567 AI agents categorized into 64 distinct categories.
    - The map allows users to compare features, pricing, and capabilities of various AI agents and tools.
    - Daily updates keep the AI agent information current, highlighting new entries and emerging categories.
    - Developers and businesses can leverage this landscape to identify suitable AI automation solutions for their specific needs.
    - The landscape reveals trends in autonomous agents, specialized AI assistants, and workflow automation tools.
    - The resource is designed for a diverse audience, including developers, businesses, and researchers interested in AI advancements.
    - Users can subscribe to receive email updates about the latest AI agent developments and trends.

    https://aiagentsdirectory.com/landscape

    #aiagentsdirectory #aiagents #ai #aiagentslandscape #aiagentsdirectorycom #airesearch #aiautomation #aicustomersupport #aicontentcreation #aiinteractivemap #aiagentscomparison #aiaas #gpt3 #gpt4 #gemini #claude #automata #autonomousagents #aiassistants #workflowautomation
    Remember the AI Tools DIrectory "Gold Rush" ... well the "AI agents" race is on (we covered some of these from before) aiagentsdirectory.com presents the AI Agents Landscape and Ecosystem as of July 2025, detailing an interactive map that categorizes 1,567 AI agents, tools, and assistants into various functions such as automation, customer support, and content creation. It emphasizes the usefulness of this map for developers, businesses, and researchers by providing a comprehensive overview of AI capabilities, emerging trends, and daily updates in the AI agent market. Additionally, it highlights the advantages of utilizing this resource for comparing features, pricing, and performance of AI solutions. Here are a list of Ai Agencies as well : https://aiagentsdirectory.com/agency Key Points aiagentsdirectory.com presents the AI Agents Landscape and Ecosystem as of July 2025, detailing an interactive map that categorizes 1,567 AI agents, tools, and assistants into various functions such as automation, customer support, and content creation. It emphasizes the usefulness of this map for developers, businesses, and researchers by providing a comprehensive overview of AI capabilities, emerging trends, and daily updates in the AI agent market. Additionally, it highlights the advantages of utilizing this resource for comparing features, pricing, and performance of AI solutions. Key Points - The AI Agents Landscape features an interactive map showcasing 1,567 AI agents categorized into 64 distinct categories. - The map allows users to compare features, pricing, and capabilities of various AI agents and tools. - Daily updates keep the AI agent information current, highlighting new entries and emerging categories. - Developers and businesses can leverage this landscape to identify suitable AI automation solutions for their specific needs. - The landscape reveals trends in autonomous agents, specialized AI assistants, and workflow automation tools. - The resource is designed for a diverse audience, including developers, businesses, and researchers interested in AI advancements. - Users can subscribe to receive email updates about the latest AI agent developments and trends. https://aiagentsdirectory.com/landscape #aiagentsdirectory #aiagents #ai #aiagentslandscape #aiagentsdirectorycom #airesearch #aiautomation #aicustomersupport #aicontentcreation #aiinteractivemap #aiagentscomparison #aiaas #gpt3 #gpt4 #gemini #claude #automata #autonomousagents #aiassistants #workflowautomation
    AI Agents Landscape & Ecosystem (July 2025): Complete Interactive Map
    aiagentsdirectory.com
    Explore the comprehensive AI agents landscape map / ecosystem for July 2025. Compare AI Agents across categories, pricing, and capabilities. Updated daily with new autonomous agents, AI assistants, and emerging solutions.
    0 Comments ·0 Shares ·19 Views
  • Source: Post by Rakesh Gohel on Linkedin

    AI Agent trends have drastically changed from 2024 to 2025

    Here are the new trends driving innovation this year....

    The Agentic AI field is constantly moving forward with new innovations and products.

    I'll share with you a few notable trends that are driving the market in 2025.

    Note: I've also included a few Langgraph codebooks if you want to build some of these solutions yourself.

    Agentic RAG
    - AI Agent workflow for reasoning-based real-time data retrieval and generation.
    - Agentic RAG is not limited to one use case but rather used in health care as well.
    - Used by companies like Perplexity, Harvey AI and Glean AI.

    Voice Agents
    - Intelligent agents that interact with users through natural spoken language utlizing a wide range of TTS and STTS embedding and Retrieval.
    - Used by companies like ElevenLabs, Cognigy, Vapi and Deepgram.

    AI Agent Protocols
    - Streamlining Multi-Agent Communication that supports communication between Agents built in different frameworks.
    - Used by Companies like Accenture, the top players include A2A, ACP, SLIM and others.

    CUA(Computer Using Agents)
    - AI agents that can interact with a computer the way a human does utilizing tools like a browser, CLI and even a mouse's cursor.
    - Used by Companies like OpenAI for their Operator, Claude's Computer Use, Runner H by H-Company and Manus AI.

    Coding Agents
    - Multi-Agents for building and debugging applications 10x faster with the help of clever tool use and LLM-based code gen.
    - Used by companies like Windsurf, Cursor and GitHub Copilot.

    Deepresearch Agents
    - Collaborative Multi-Agent system to build extensively researched reports from a large number of sources.
    - Popular products include Gemini DR, OpenAI DR and You(.)com DR.

    Few Langgraph Codebooks to build some of the trending solutions

    1. Agentic RAG: https://lnkd.in/gdqWyP3r
    2. CUA: https://lnkd.in/gCdxpUBi
    3. Deepresearch: https://lnkd.in/gexsW5qh
    4. Code Gen Agents using RAG: https://lnkd.in/gDnsBFuM

    After months of feedback and iteration, we are finally releasing our first technical cohort, "AI Agent Engineering"

    Enrol here: https://lnkd.in/gDEPcXBB

    If you are a business leader, we've developed frameworks that cut through the hype, including our five-level Agentic AI Progression Framework to evaluate any agent's capabilities in my latest book.

    Book info: https://amzn.to/4irx6nI

    Save ➞ React ➞ Share

    & follow for everything related to AI Agents

    https://www.linkedin.com/posts/rakeshgohel01_ai-agent-trends-have-drastically-changed-activity-7343981787842297858-PJkS

    #agenticrag #voiceagents #aiagentprotocols #cua #codingagents #deepresearchagents #langgraph #elevenlabs #cognigy #perplexity #harveyai #gleanai #openai #cursor #githubcopilot #geminidr #youcom #windsurf #a2a #acp #slim #tts #sts #rag #multiagent #aiagents #llm #browserautomation #aicoding
    Source: Post by Rakesh Gohel on Linkedin AI Agent trends have drastically changed from 2024 to 2025 Here are the new trends driving innovation this year.... The Agentic AI field is constantly moving forward with new innovations and products. I'll share with you a few notable trends that are driving the market in 2025. Note: I've also included a few Langgraph codebooks if you want to build some of these solutions yourself. 📌 Agentic RAG - AI Agent workflow for reasoning-based real-time data retrieval and generation. - Agentic RAG is not limited to one use case but rather used in health care as well. - Used by companies like Perplexity, Harvey AI and Glean AI. 📌 Voice Agents - Intelligent agents that interact with users through natural spoken language utlizing a wide range of TTS and STTS embedding and Retrieval. - Used by companies like ElevenLabs, Cognigy, Vapi and Deepgram. 📌 AI Agent Protocols - Streamlining Multi-Agent Communication that supports communication between Agents built in different frameworks. - Used by Companies like Accenture, the top players include A2A, ACP, SLIM and others. 📌 CUA(Computer Using Agents) - AI agents that can interact with a computer the way a human does utilizing tools like a browser, CLI and even a mouse's cursor. - Used by Companies like OpenAI for their Operator, Claude's Computer Use, Runner H by H-Company and Manus AI. 📌 Coding Agents - Multi-Agents for building and debugging applications 10x faster with the help of clever tool use and LLM-based code gen. - Used by companies like Windsurf, Cursor and GitHub Copilot. 📌 Deepresearch Agents - Collaborative Multi-Agent system to build extensively researched reports from a large number of sources. - Popular products include Gemini DR, OpenAI DR and You(.)com DR. 🔗 Few Langgraph Codebooks to build some of the trending solutions 1. Agentic RAG: https://lnkd.in/gdqWyP3r 2. CUA: https://lnkd.in/gCdxpUBi 3. Deepresearch: https://lnkd.in/gexsW5qh 4. Code Gen Agents using RAG: https://lnkd.in/gDnsBFuM 📌 After months of feedback and iteration, we are finally releasing our first technical cohort, "AI Agent Engineering" 🔗 Enrol here: https://lnkd.in/gDEPcXBB If you are a business leader, we've developed frameworks that cut through the hype, including our five-level Agentic AI Progression Framework to evaluate any agent's capabilities in my latest book. 🔗 Book info: https://amzn.to/4irx6nI Save 💾 ➞ React 👍 ➞ Share ♻️ & follow for everything related to AI Agents https://www.linkedin.com/posts/rakeshgohel01_ai-agent-trends-have-drastically-changed-activity-7343981787842297858-PJkS #agenticrag #voiceagents #aiagentprotocols #cua #codingagents #deepresearchagents #langgraph #elevenlabs #cognigy #perplexity #harveyai #gleanai #openai #cursor #githubcopilot #geminidr #youcom #windsurf #a2a #acp #slim #tts #sts #rag #multiagent #aiagents #llm #browserautomation #aicoding
    AI Agent trends have drastically changed from 2024 to 2025 | Rakesh Gohel
    www.linkedin.com
    AI Agent trends have drastically changed from 2024 to 2025 Here are the new trends driving innovation this year.... The Agentic AI field is constantly moving forward with new innovations and products. I'll share with you a few notable trends that are driving the market in 2025. Note: I've also included a few Langgraph codebooks if you want to build some of these solutions yourself. 📌 Agentic RAG - AI Agent workflow for reasoning-based real-time data retrieval and generation. - Agentic RAG is not limited to one use case but rather used in health care as well. - Used by companies like Perplexity, Harvey AI and Glean AI. 📌 Voice Agents - Intelligent agents that interact with users through natural spoken language utlizing a wide range of TTS and STTS embedding and Retrieval. - Used by companies like ElevenLabs, Cognigy, Vapi and Deepgram. 📌 AI Agent Protocols - Streamlining Multi-Agent Communication that supports communication between Agents built in different frameworks. - Used by Companies like Accenture, the top players include A2A, ACP, SLIM and others. 📌 CUA(Computer Using Agents) - AI agents that can interact with a computer the way a human does utilizing tools like a browser, CLI and even a mouse's cursor. - Used by Companies like OpenAI for their Operator, Claude's Computer Use, Runner H by H-Company and Manus AI. 📌 Coding Agents - Multi-Agents for building and debugging applications 10x faster with the help of clever tool use and LLM-based code gen. - Used by companies like Windsurf, Cursor and GitHub Copilot. 📌 Deepresearch Agents - Collaborative Multi-Agent system to build extensively researched reports from a large number of sources. - Popular products include Gemini DR, OpenAI DR and You(.)com DR. 🔗 Few Langgraph Codebooks to build some of the trending solutions 1. Agentic RAG: https://lnkd.in/gdqWyP3r 2. CUA: https://lnkd.in/gCdxpUBi 3. Deepresearch: https://lnkd.in/gexsW5qh 4. Code Gen Agents using RAG: https://lnkd.in/gDnsBFuM 📌 After months of feedback and iteration, we are finally releasing our first technical cohort, "AI Agent Engineering" 🔗 Enrol here: https://lnkd.in/gDEPcXBB If you are a business leader, we've developed frameworks that cut through the hype, including our five-level Agentic AI Progression Framework to evaluate any agent's capabilities in my latest book. 🔗 Book info: https://amzn.to/4irx6nI Save 💾 ➞ React 👍 ➞ Share ♻️ & follow for everything related to AI Agents | 134 comments on LinkedIn
    0 Comments ·0 Shares ·204 Views
  • Amazon's cloud unit introduced Kiro, an AI-assisted coding program, aiming to transform software development. This comes shortly after Google announced hiring staff from AI coding startup Windsurf under a $2.4 billion deal and plans to enhance its Gemini AI for developers. Both Amazon and Google are advancing "vibe coding," while Microsoft updated Visual Studio Code for automated development. Kiro helps manage complexity in vibe coding by defining requirements and tasks before coding, and can create flow diagrams and task lists. Currently, Kiro supports only English, with more languages to come. There will be free and premium options post-preview, with strict privacy for paying users.

    https://kiro.dev/

    #Kiro #AWS #GeminiAI #Windsurf #VisualStudioCode #AICoding #VibeCoding #LowCode #NoCode #SoftwareDevelopment #AIDevelopment #AI #CloudComputing #AmazonAI #GoogleAI #Microsoft #FlowDiagram #TaskManagement #EnglishLanguage #PrivacyFocused #Programming #CodingTools
    Amazon's cloud unit introduced Kiro, an AI-assisted coding program, aiming to transform software development. This comes shortly after Google announced hiring staff from AI coding startup Windsurf under a $2.4 billion deal and plans to enhance its Gemini AI for developers. Both Amazon and Google are advancing "vibe coding," while Microsoft updated Visual Studio Code for automated development. Kiro helps manage complexity in vibe coding by defining requirements and tasks before coding, and can create flow diagrams and task lists. Currently, Kiro supports only English, with more languages to come. There will be free and premium options post-preview, with strict privacy for paying users. https://kiro.dev/ #Kiro #AWS #GeminiAI #Windsurf #VisualStudioCode #AICoding #VibeCoding #LowCode #NoCode #SoftwareDevelopment #AIDevelopment #AI #CloudComputing #AmazonAI #GoogleAI #Microsoft #FlowDiagram #TaskManagement #EnglishLanguage #PrivacyFocused #Programming #CodingTools
    Kiro
    kiro.dev
    The AI IDE for prototype to production
    0 Comments ·0 Shares ·289 Views
  • Claims are awash on X about how the latest Kimi Model K2 beats Grok 4. My verdict ... try it for yourself ! l also noticed that some models are better in certain contexts than others but fail in other context where others excel. So my take is to know which is which for yourself .. don' t just rely on Benchmarks, social media posters and such ...

    Now back to Kimi AI the chinese controversial release:

    Kimi K2 is a state-of-the-art mixture-of-experts (MoE) language model with 32 billion activated parameters and 1 trillion total parameters. Trained with the Muon optimizer, Kimi K2 achieves exceptional performance across frontier knowledge, reasoning, and coding tasks while being meticulously optimized for agentic capabilities.

    Key Features
    Large-Scale Training: Pre-trained a 1T parameter MoE model on 15.5T tokens with zero training instability.
    MuonClip Optimizer: We apply the Muon optimizer to an unprecedented scale, and develop novel optimization techniques to resolve instabilities while scaling up.
    Agentic Intelligence: Specifically designed for tool use, reasoning, and autonomous problem-solving.
    Model Variants
    Kimi-K2-Base: The foundation model, a strong start for researchers and builders who want full control for fine-tuning and custom solutions.
    Kimi-K2-Instruct: The post-trained model best for drop-in, general-purpose chat and agentic experiences. It is a reflex-grade model without long thinking.

    https://github.com/MoonshotAI/Kimi-K2
    https://www.moonshot.ai/
    https://platform.moonshot.ai/docs/introduction#text-generation-model
    https://github.com/MoonshotAI/Kimi-K2/blob/main/docs/deploy_guidance.md(Deployment Guide)

    #KimiK2 #KimiAI #MoonshotAI #Grok4 #LLM #LargeLanguageModel #MoE #MixtureOfExperts #AI #AgenticAI #MuonOptimizer #AICoding #Chatbot #KimiK2Base #KimiK2Instruct #TextGeneration #FrontierKnowledge #Reasoning #AutonomousProblemSolving #TransformerModel #Claude #Gemini #GPT4 #OpenAI #Llama3 #AIModels #GitHub #X #SocialMedia #Benchmarks #ControversialRelease #ChineseAI #AIInnovation #DeepLearning #NaturalLanguageProcessing #NLP #AIResearch #AIML #MachineLearning #DataScience #ArtificialIntelligence #BigData #Technology #Innovation #Tech #AISolutions #DigitalTransformation #AICommunity #AINews #EmergingTech #TechTrends
    Claims are awash on X about how the latest Kimi Model K2 beats Grok 4. My verdict ... try it for yourself ! l also noticed that some models are better in certain contexts than others but fail in other context where others excel. So my take is to know which is which for yourself .. don' t just rely on Benchmarks, social media posters and such ... Now back to Kimi AI the chinese controversial release: Kimi K2 is a state-of-the-art mixture-of-experts (MoE) language model with 32 billion activated parameters and 1 trillion total parameters. Trained with the Muon optimizer, Kimi K2 achieves exceptional performance across frontier knowledge, reasoning, and coding tasks while being meticulously optimized for agentic capabilities. Key Features Large-Scale Training: Pre-trained a 1T parameter MoE model on 15.5T tokens with zero training instability. MuonClip Optimizer: We apply the Muon optimizer to an unprecedented scale, and develop novel optimization techniques to resolve instabilities while scaling up. Agentic Intelligence: Specifically designed for tool use, reasoning, and autonomous problem-solving. Model Variants Kimi-K2-Base: The foundation model, a strong start for researchers and builders who want full control for fine-tuning and custom solutions. Kimi-K2-Instruct: The post-trained model best for drop-in, general-purpose chat and agentic experiences. It is a reflex-grade model without long thinking. https://github.com/MoonshotAI/Kimi-K2 https://www.moonshot.ai/ https://platform.moonshot.ai/docs/introduction#text-generation-model https://github.com/MoonshotAI/Kimi-K2/blob/main/docs/deploy_guidance.md(Deployment Guide) #KimiK2 #KimiAI #MoonshotAI #Grok4 #LLM #LargeLanguageModel #MoE #MixtureOfExperts #AI #AgenticAI #MuonOptimizer #AICoding #Chatbot #KimiK2Base #KimiK2Instruct #TextGeneration #FrontierKnowledge #Reasoning #AutonomousProblemSolving #TransformerModel #Claude #Gemini #GPT4 #OpenAI #Llama3 #AIModels #GitHub #X #SocialMedia #Benchmarks #ControversialRelease #ChineseAI #AIInnovation #DeepLearning #NaturalLanguageProcessing #NLP #AIResearch #AIML #MachineLearning #DataScience #ArtificialIntelligence #BigData #Technology #Innovation #Tech #AISolutions #DigitalTransformation #AICommunity #AINews #EmergingTech #TechTrends
    GitHub - MoonshotAI/Kimi-K2: Kimi K2 is the large language model series developed by Moonshot AI team
    github.com
    Kimi K2 is the large language model series developed by Moonshot AI team - MoonshotAI/Kimi-K2
    0 Comments ·0 Shares ·708 Views
  • Cheers to another viral Prompt Post :

    PROMPT:
    You are Lyra, a master-level AI prompt optimization specialist. Your mission: transform any user input into precision-crafted prompts that unlock AI's full potential across all platforms.

    ## THE 4-D METHODOLOGY

    ### 1. DECONSTRUCT
    - Extract core intent, key entities, and context
    - Identify output requirements and constraints
    - Map what's provided vs. what's missing

    ### 2. DIAGNOSE
    - Audit for clarity gaps and ambiguity
    - Check specificity and completeness
    - Assess structure and complexity needs

    ### 3. DEVELOP
    - Select optimal techniques based on request type:
    - **Creative** → Multi-perspective + tone emphasis
    - **Technical** → Constraint-based + precision focus
    - **Educational** → Few-shot examples + clear structure
    - **Complex** → Chain-of-thought + systematic frameworks
    - Assign appropriate AI role/expertise
    - Enhance context and implement logical structure

    ### 4. DELIVER
    - Construct optimized prompt
    - Format based on complexity
    - Provide implementation guidance

    ## OPTIMIZATION TECHNIQUES

    **Foundation:** Role assignment, context layering, output specs, task decomposition

    **Advanced:** Chain-of-thought, few-shot learning, multi-perspective analysis, constraint optimization

    **Platform Notes:**
    - **ChatGPT/GPT-4:** Structured sections, conversation starters
    - **Claude:** Longer context, reasoning frameworks
    - **Gemini:** Creative tasks, comparative analysis
    - **Others:** Apply universal best practices

    ## OPERATING MODES

    **DETAIL MODE:**
    - Gather context with smart defaults
    - Ask 2-3 targeted clarifying questions
    - Provide comprehensive optimization

    **BASIC MODE:**
    - Quick fix primary issues
    - Apply core techniques only
    - Deliver ready-to-use prompt

    ## RESPONSE FORMATS

    **Simple Requests:**
    ```
    **Your Optimized Prompt:**
    [Improved prompt]

    **What Changed:** [Key improvements]
    ```

    **Complex Requests:**
    ```
    **Your Optimized Prompt:**
    [Improved prompt]

    **Key Improvements:**
    • [Primary changes and benefits]

    **Techniques Applied:** [Brief mention]

    **Pro Tip:** [Usage guidance]
    ```

    ## WELCOME MESSAGE (REQUIRED)

    When activated, display EXACTLY:

    "Hello! I'm Lyra, your AI prompt optimizer. I transform vague requests into precise, effective prompts that deliver better results.

    **What I need to know:**
    - **Target AI:** ChatGPT, Claude, Gemini, or Other
    - **Prompt Style:** DETAIL (I'll ask clarifying questions first) or BASIC (quick optimization)

    **Examples:**
    - "DETAIL using ChatGPT — Write me a marketing email"
    - "BASIC using Claude — Help with my resume"

    Just share your rough prompt and I'll handle the optimization!"

    ## PROCESSING FLOW

    1. Auto-detect complexity:
    - Simple tasks → BASIC mode
    - Complex/professional → DETAIL mode
    2. Inform user with override option
    3. Execute chosen mode protocol
    4. Deliver optimized prompt

    **Memory Note:** Do not save any information from optimization sessions to memory.

    https://x.com/minchoi/status/1940251593431257164

    #Lyra #AIPromptOptimization #PromptEngineering #ChatGPT #Claude #Gemini #AIMastery #PromptDesign #AItools #PromptTechniques #NLP #AIassistance




















































































































































































































































    Cheers to another viral Prompt Post : PROMPT: You are Lyra, a master-level AI prompt optimization specialist. Your mission: transform any user input into precision-crafted prompts that unlock AI's full potential across all platforms. ## THE 4-D METHODOLOGY ### 1. DECONSTRUCT - Extract core intent, key entities, and context - Identify output requirements and constraints - Map what's provided vs. what's missing ### 2. DIAGNOSE - Audit for clarity gaps and ambiguity - Check specificity and completeness - Assess structure and complexity needs ### 3. DEVELOP - Select optimal techniques based on request type: - **Creative** → Multi-perspective + tone emphasis - **Technical** → Constraint-based + precision focus - **Educational** → Few-shot examples + clear structure - **Complex** → Chain-of-thought + systematic frameworks - Assign appropriate AI role/expertise - Enhance context and implement logical structure ### 4. DELIVER - Construct optimized prompt - Format based on complexity - Provide implementation guidance ## OPTIMIZATION TECHNIQUES **Foundation:** Role assignment, context layering, output specs, task decomposition **Advanced:** Chain-of-thought, few-shot learning, multi-perspective analysis, constraint optimization **Platform Notes:** - **ChatGPT/GPT-4:** Structured sections, conversation starters - **Claude:** Longer context, reasoning frameworks - **Gemini:** Creative tasks, comparative analysis - **Others:** Apply universal best practices ## OPERATING MODES **DETAIL MODE:** - Gather context with smart defaults - Ask 2-3 targeted clarifying questions - Provide comprehensive optimization **BASIC MODE:** - Quick fix primary issues - Apply core techniques only - Deliver ready-to-use prompt ## RESPONSE FORMATS **Simple Requests:** ``` **Your Optimized Prompt:** [Improved prompt] **What Changed:** [Key improvements] ``` **Complex Requests:** ``` **Your Optimized Prompt:** [Improved prompt] **Key Improvements:** • [Primary changes and benefits] **Techniques Applied:** [Brief mention] **Pro Tip:** [Usage guidance] ``` ## WELCOME MESSAGE (REQUIRED) When activated, display EXACTLY: "Hello! I'm Lyra, your AI prompt optimizer. I transform vague requests into precise, effective prompts that deliver better results. **What I need to know:** - **Target AI:** ChatGPT, Claude, Gemini, or Other - **Prompt Style:** DETAIL (I'll ask clarifying questions first) or BASIC (quick optimization) **Examples:** - "DETAIL using ChatGPT — Write me a marketing email" - "BASIC using Claude — Help with my resume" Just share your rough prompt and I'll handle the optimization!" ## PROCESSING FLOW 1. Auto-detect complexity: - Simple tasks → BASIC mode - Complex/professional → DETAIL mode 2. Inform user with override option 3. Execute chosen mode protocol 4. Deliver optimized prompt **Memory Note:** Do not save any information from optimization sessions to memory. https://x.com/minchoi/status/1940251593431257164 #Lyra #AIPromptOptimization #PromptEngineering #ChatGPT #Claude #Gemini #AIMastery #PromptDesign #AItools #PromptTechniques #NLP #AIassistance
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  • So Gemini 3.0 has been spotted in the works somewhere ... Love the quip though crazy jest from a fella ...
    So Gemini 3.0 has been spotted in the works somewhere ... Love the quip though crazy jest from a fella ... 😆 😂
    Haha
    1
    · 0 Comments ·0 Shares ·273 Views
  • Am sure you thinking of cost saving/cutting costs when using Claude Code here is a tool to consider (thanks @sciencedegen):
    Zen MCP is a Model Context Protocol server that orchestrates multiple AI models as a development team, allowing Claude to seamlessly collaborate with different models like Gemini, O3, and others to enhance code analysis, problem-solving, and collaborative development. It provides guided workflows, multiple AI perspectives, automatic model selection, and advanced features like context revival, large prompt handling, and web search integration.

    https://github.com/BeehiveInnovations/zen-mcp-server

    #zenmcp #claude #gemini #o3 #modelcontextprotocol #aimodelcollaboration #aicoding #aiteam #codedevelopment #promptengineering #costsavings #github #codeanalysis #problem solving
    Am sure you thinking of cost saving/cutting costs when using Claude Code here is a tool to consider (thanks @sciencedegen): Zen MCP is a Model Context Protocol server that orchestrates multiple AI models as a development team, allowing Claude to seamlessly collaborate with different models like Gemini, O3, and others to enhance code analysis, problem-solving, and collaborative development. It provides guided workflows, multiple AI perspectives, automatic model selection, and advanced features like context revival, large prompt handling, and web search integration. https://github.com/BeehiveInnovations/zen-mcp-server #zenmcp #claude #gemini #o3 #modelcontextprotocol #aimodelcollaboration #aicoding #aiteam #codedevelopment #promptengineering #costsavings #github #codeanalysis #problem solving
    0 Comments ·0 Shares ·368 Views
  • How can you run many powerful coding agent for your app safely in a secure customizable Sandbox ? VibeKit

    VibeKit is an SDK that allows developers to safely run powerful coding agents like Codex, Gemini CLI, and Claude Code in secure, customizable sandboxes. It provides a drop-in solution for executing code in the cloud, with features like GitHub automation, prompt history, and real-time output streaming.

    Embed Claude Code, OpenAI Codex, Gemini CLI, and Opencode directly into your app with sandboxing, streaming output, and built-in GitHub automation.

    100% Opensource.

    https://www.vibekit.sh/

    #VibeKit #Codex #GeminiCLI #ClaudeCode #codingagents #SDK #sandboxing #githubautomation #opencode #realtimeoutput #promptengineering #securecoding #cloudcoding #opensource #airesearch #AItools #codeexecution #LangChain #AutoGPT
    How can you run many powerful coding agent for your app safely in a secure customizable Sandbox ? VibeKit VibeKit is an SDK that allows developers to safely run powerful coding agents like Codex, Gemini CLI, and Claude Code in secure, customizable sandboxes. It provides a drop-in solution for executing code in the cloud, with features like GitHub automation, prompt history, and real-time output streaming. Embed Claude Code, OpenAI Codex, Gemini CLI, and Opencode directly into your app with sandboxing, streaming output, and built-in GitHub automation. 100% Opensource. https://www.vibekit.sh/ #VibeKit #Codex #GeminiCLI #ClaudeCode #codingagents #SDK #sandboxing #githubautomation #opencode #realtimeoutput #promptengineering #securecoding #cloudcoding #opensource #airesearch #AItools #codeexecution #LangChain #AutoGPT
    VibeKit - Run Coding Agents in a Secure Sandbox
    www.vibekit.sh
    Run Claude Code and other coding agents in a secure sandbox. Embed Claude Code, Codex, Gemini CLI, or OpenCode in your app with E2B, Daytona support.
    0 Comments ·0 Shares ·481 Views
  • How to use Gemini Code CLI

    The Gemini CLI is an open-source AI agent that brings the power of Google's Gemini models directly into your terminal. It allows you to interact with Gemini for various tasks, including code understanding, editing, and even automating operational tasks. The CLI uses a "reason and act" (ReAct) loop, leveraging built-in tools and external servers to complete complex requests.

    To use Gemini Code CLI in VS Code, first install the Gemini Code Assist extension from the VS Code Marketplace. Then, you can interact with it by opening the command palette (Ctrl/Cmd + Shift + P) and typing Gemini: Start Chat to begin a chat session, or using the /generate command in a code file to generate code based on your prompts.

    https://blog.google/technology/developers/introducing-gemini-cli-open-source-ai-agent/

    #GeminiCLI #GeminiCodeAssist #AIagent #opensource #googleai #vscode #codegeneration #ReAct #terminal #commandline #codeunderstanding #codeediting #automation #codepilot #githubcopilot #amazoncodewhisperer #aicoding #googlecloud #developers #codingtools
    How to use Gemini Code CLI The Gemini CLI is an open-source AI agent that brings the power of Google's Gemini models directly into your terminal. It allows you to interact with Gemini for various tasks, including code understanding, editing, and even automating operational tasks. The CLI uses a "reason and act" (ReAct) loop, leveraging built-in tools and external servers to complete complex requests. To use Gemini Code CLI in VS Code, first install the Gemini Code Assist extension from the VS Code Marketplace. Then, you can interact with it by opening the command palette (Ctrl/Cmd + Shift + P) and typing Gemini: Start Chat to begin a chat session, or using the /generate command in a code file to generate code based on your prompts. https://blog.google/technology/developers/introducing-gemini-cli-open-source-ai-agent/ #GeminiCLI #GeminiCodeAssist #AIagent #opensource #googleai #vscode #codegeneration #ReAct #terminal #commandline #codeunderstanding #codeediting #automation #codepilot #githubcopilot #amazoncodewhisperer #aicoding #googlecloud #developers #codingtools
    Gemini CLI: your open-source AI agent
    blog.google
    Free and open source, Gemini CLI brings Gemini directly into developers’ terminals — with unmatched access for individuals.
    0 Comments ·0 Shares ·463 Views
  • Google Code Assist, powered by Gemini, provides AI-driven support for software development. It is available in both free and paid versions and aids developers in building, deploying, and operating applications. The Google Cloud Shell Editor includes Gemini Code Assist pre-installed, offering a no-cost development environment.

    https://codeassist.google/

    #googlecodeassist #gemini #ai #aicoding #googlecloudshell #cloudshell #clouddevelopment #softwaredevelopment #pairprogramming #codegeneration #codecompletion #codereview #codingtools #githubcopilot #amazoncodewhisperer #codeium #jetbrainsai #vscodeai
    Google Code Assist, powered by Gemini, provides AI-driven support for software development. It is available in both free and paid versions and aids developers in building, deploying, and operating applications. The Google Cloud Shell Editor includes Gemini Code Assist pre-installed, offering a no-cost development environment. https://codeassist.google/ #googlecodeassist #gemini #ai #aicoding #googlecloudshell #cloudshell #clouddevelopment #softwaredevelopment #pairprogramming #codegeneration #codecompletion #codereview #codingtools #githubcopilot #amazoncodewhisperer #codeium #jetbrainsai #vscodeai
    Gemini Code Assist | AI coding assistant
    codeassist.google
    Get AI coding and programming help no matter the language or platform with Gemini Code Assist from Google.
    0 Comments ·0 Shares ·482 Views
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