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# ![@ingliguori Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::836510570.png) @ingliguori Giuliano Liguori

Giuliano Liguori posts on X about ai, llm, 6969, prompt engineering the most. They currently have XXXXXX followers and XXX posts still getting attention that total XXX engagements in the last XX hours.

### Engagements: XXX [#](/creator/twitter::836510570/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::836510570/c:line/m:interactions.svg)

- X Week XXXXX +13%
- X Month XXXXXX +224%
- X Months XXXXXX -XX%
- X Year XXXXXXX +83%

### Mentions: XX [#](/creator/twitter::836510570/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::836510570/c:line/m:posts_active.svg)


### Followers: XXXXXX [#](/creator/twitter::836510570/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::836510570/c:line/m:followers.svg)

- X Week XXXXXX +0.08%
- X Month XXXXXX +0.28%
- X Months XXXXXX +2.30%
- X Year XXXXXX +4.70%

### CreatorRank: XXXXXXXXX [#](/creator/twitter::836510570/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::836510570/c:line/m:influencer_rank.svg)

### Social Influence

**Social category influence**
[technology brands](/list/technology-brands)  [stocks](/list/stocks) 

**Social topic influence**
[ai](/topic/ai), [llm](/topic/llm) #142, [6969](/topic/6969) #753, [prompt engineering](/topic/prompt-engineering) #29, [generative](/topic/generative), [agentic](/topic/agentic), [$googl](/topic/$googl), [llms](/topic/llms), [context engineering](/topic/context-engineering), [cloudflare](/topic/cloudflare)

**Top accounts mentioned or mentioned by**
[@antgrasso](/creator/undefined) [@kenovyit](/creator/undefined) [@enricomolinari](/creator/undefined) [@akwyz](/creator/undefined) [@adipecofficial](/creator/undefined) [@ithuawei](/creator/undefined) [@huawei](/creator/undefined) [@alvinfoo](/creator/undefined) [@schmarzo](/creator/undefined) [@kuriharan](/creator/undefined) [@vgfco](/creator/undefined) [@vinod1975](/creator/undefined) [@frronconi](/creator/undefined) [@kirkdborne](/creator/undefined) [@ronaldvanloon](/creator/undefined) [@kaigrunwitz](/creator/undefined) [@cryptwon](/creator/undefined) [@jblefevre60](/creator/undefined) [@psbdc](/creator/undefined) [@tutml](/creator/undefined)

**Top assets mentioned**
[Alphabet Inc Class A (GOOGL)](/topic/$googl) [Cloudflare, Inc. (NET)](/topic/cloudflare) [Microsoft Corp. (MSFT)](/topic/microsoft)
### Top Social Posts
Top posts by engagements in the last XX hours

"Prompting isnt LLM engineering. Shipping reliable AI is. X key LLM engineering skills: X. Prompt engineering X. Context engineering X. Fine-tuning X. RAG X. Agents X. Deployment X. Optimization X. Observability Which one is your biggest gap today 👇 #LLM #GenAI #RAG #AIAgents #MLOps"  
[X Link](https://x.com/ingliguori/status/1998458887242907899)  2025-12-09T18:25Z 61.3K followers, XXX engagements


"Modern AI = X pillars 🧠⚙ ✨ Generative AI (create) 🧩 LLMs (reason) 🔎 RAG (ground + verify) 🤖 AI Agents (act) 🚀 Agentic AI (coordinate + scale) Were moving from AI that answers AI that executes outcomes. Which pillar wins next 👇 #AI #GenerativeAI #LLMs #RAG #AIAgents #AgenticAI"  
[X Link](https://x.com/ingliguori/status/1995922173895049362)  2025-12-02T18:25Z 61.3K followers, 1555 engagements


"Cloudflare vs AWS vs Azure ☁ Edge-first vs service-depth vs enterprise/MS-native. ⚡ Cloudflare = best for edge compute + low-latency global apps 🧱 AWS = deepest & broadest cloud stack 🏢 Azure = Microsoft ecosystem + strong OpenAI/agent services Pick the cloud for the workload not the logo. Credit: ByteByteGo #Cloudflare #AWS #Azure #Cloud #EdgeComputing #AIAgents #RAG"  
[X Link](https://x.com/ingliguori/status/1996284565787210212)  2025-12-03T18:25Z 61.3K followers, XXX engagements


"Cybersecurity scales with process + templates 🔐 Key docs every org needs: 🛡 InfoSec: incident logs access matrix data classification 🌐 Network: DDoS plan VPN/NAC logs patch schedule ☁ Cloud: config baseline IR log backup testing asset inventory 🧩 AppSec: secure coding checklist SAST logs threat modeling 📌 Mgmt: password/AUP policies compliance recovery plans Whats most missing in the real world 👇 #Cybersecurity #InfoSec #CloudSecurity #AppSec #GRC"  
[X Link](https://x.com/ingliguori/status/1997009336120340856)  2025-12-05T18:25Z 61.3K followers, XXX engagements


"AI tool usage at scale is here. 📊 ChatGPT: 4.7B monthly visits (Jan 2025) Canva: 887M Google Translate: 595M DeepSeek: 268M (massive surge) 226M Perplexity: 133M Gemini: 118M Claude: 105M AI isnt a trend anymore its infrastructure. Whats your #1 AI tool right now 👇 Credit: #AI #GenerativeAI #AITools #ChatGPT #DeepSeek #Perplexity"  
[X Link](https://x.com/ingliguori/status/1995119880849223861)  2025-11-30T13:17Z 61.3K followers, XXX engagements


"Simple way to explain AI types 👇 🟩 Traditional AI = predict/classify/detect anomalies 🟦 Generative AI = create content + automate knowledge work (incl. RAG) 🟪 Agentic AI = agents that use tools/APIs + orchestrate tasks end-to-end Were moving from predict create execute outcomes. Wheres your org today #AI #GenerativeAI #AgenticAI #AIAgents #RAG"  
[X Link](https://x.com/ingliguori/status/1996931822744109384)  2025-12-05T13:17Z 61.3K followers, XXX engagements


"AI agents = full tech stacks not just LLMs. 🧊🤖 Above water: UI + smart assistant. Below water: 🧠 models 🕸 orchestration 🗂 memory/RAG 🛠 tools & APIs 📊 AgentOps/observability 🔐 auth & security 🗄 data + ETL ☁ infra Great agents are systems + governance + data not prompts. What layer is hardest for you right now 👇 #AgenticAI #AIAgents #LLM #RAG #AgentOps"  
[X Link](https://x.com/ingliguori/status/1997371721834209620)  2025-12-06T18:25Z 61.3K followers, XXX engagements


"Want to build AI agents but unsure where to start 🧭🤖 This roadmap lays it out: Python/TS + ML basics LLMs + prompt engineering APIs + wrappers RAG (embeddings vector stores retrieval) Agents (patterns tools memory) Frameworks (planning orchestration) Multi-agent systems Eval + observability Follow the sequence ship real agents not just demos. 🚀 Where are you on this path 👇 #AgenticAI #AIAgents #RAG #LLM #GenAI"  
[X Link](https://x.com/ingliguori/status/1997734108969959878)  2025-12-07T18:25Z 61.3K followers, XXX engagements


"85 AI terms in one map 🧠📌 If your team doesnt share the same AI vocabulary strategy turns into noise. This infographic is a solid refresher across ML/DL LLMs RAG agents eval multimodal & safety. Save + share with your org. 🚀 Which AI term is most abused today 👇 #AI #GenAI #LLM #MachineLearning #AIAgents"  
[X Link](https://x.com/ingliguori/status/1998096498857251045)  2025-12-08T18:25Z 61.3K followers, 1687 engagements


"20 steps to improve API performance ⚡ DB + code: indexing query caching pooling efficient algorithms Caching: Redis/Memcached HTTP cache headers CDNs Transport: GZIP/Brotli HTTP/23 keep-alive TCP tuning Scale: pagination async processing load balancing Reliability: rate limiting timeouts proper errors Ops: monitoring/profiling versioning UX: smaller payloads better data types mobile optimization GraphQL when it makes sense Which one moves the needle most for you 👇 #APIs #Performance #DevOps #Scalability"  
[X Link](https://x.com/ingliguori/status/1999106149853884765)  2025-12-11T13:17Z 61.3K followers, XXX engagements


"AI moves fast. The jargon moves faster. 🧠⚡ This XX AI Terms Explained map covers everything: AI / ML / DL / Neural Nets learning paradigms (supervised RLHF) GenAI blocks (transformers tokens embeddings context) RAG agents tool use MCP eval metrics + safety/ethics infra & deployment (GPUs quantization edge) Whats the one AI term people misuse the most 👇 #AI #GenAI #MachineLearning #LLM #DataScience"  
[X Link](https://x.com/ingliguori/status/1999183665671152095)  2025-12-11T18:25Z 61.3K followers, XXX engagements


"10 ways to learn faster with AI: X. Explain like Im X X. Examples/analogies X. Motivation boosts X. Role-play X. Study plan X. Quizzes X. Mind maps X. Expert roundtables X. Mnemonics XX. Improve your draft Learning loop = understand practice test refine. Which ones your go-to #AI #Learning #GenAI #Productivity"  
[X Link](https://x.com/ingliguori/status/1999546050130919620)  2025-12-12T18:25Z 61.3K followers, XXX engagements


"AI Agent = AI that reasons + plans + uses tools + acts to hit a goal. Loop: goal sense plan tool use act eval memory improve. Core parts: system prompt tools/APIs short- & long-term memory adaptive traits. Shift: chatbots give answers; agents deliver outcomes. #AI #AgenticAI #LLM #Automation"  
[X Link](https://x.com/ingliguori/status/1999830922993000918)  2025-12-13T13:17Z 61.3K followers, XXX engagements


"Cheat sheet: ChatGPT = create/build (writing coding workflows) Grok = live trends + punchy takes Gemini = Google Workspace-native collaboration Claude = deep reading + long-doc reasoning Perplexity = research w/ citations Right tool for the right job. #AI #LLM #Productivity"  
[X Link](https://x.com/ingliguori/status/1999908435865764190)  2025-12-13T18:25Z 61.3K followers, XXX engagements


"Prompt engineering is now a critical skill for getting the best results from ChatGPT. These XX techniques roles context structure scenarios frameworks and more can transform the quality of outputs. Credit: @ginacostag_ #AI #ChatGPT #PromptEngineering #Productivity"  
[X Link](https://x.com/ingliguori/status/2000270828177359152)  2025-12-14T18:25Z 61.4K followers, XXX engagements