Unlock the power of the 7-layer LLM stack! Partner with Jai Infoway for expert mobile/web development at jaiinfoway.com. Transform your business today! Read full nlog- linkedin.com/pulse/7-layers… #AIRevolution #LLMStack #TechInnovation #JaiInfoway

Jaiinfoway_'s tweet image. Unlock the power of the 7-layer LLM stack!  Partner with Jai Infoway for expert mobile/web development at jaiinfoway.com. Transform your business today!

Read full nlog- linkedin.com/pulse/7-layers…

#AIRevolution #LLMStack #TechInnovation  #JaiInfoway

6/9🧵Atropos is 1 of 3 core components in the Nous RL stack. - Training + inference frameworks are on the way. - Together, they form an asynchronous, distributed system — the backbone of Psyche, a global decentralized training network. #Decentralized #Network #LLMStack #AI

Clofixs's tweet image. 6/9🧵Atropos is 1 of 3 core components in the Nous RL stack.

- Training + inference frameworks are on the way.
- Together, they form an asynchronous, distributed system — the backbone of Psyche, a global decentralized training network.
#Decentralized #Network #LLMStack #AI

LLMs don’t remember. They don’t loop. They don’t plan. Until you add wrappers, memory, and loops. In 2025, the best AI stacks aren’t model-first—they’re system-smart. Let’s compare the core layers: → Wrappers → Memory → Looping frameworks #LLMstack #AItools2025

zeroxaitales's tweet image. LLMs don’t remember. They don’t loop. They don’t plan.
Until you add wrappers, memory, and loops.
In 2025, the best AI stacks aren’t model-first—they’re system-smart.
Let’s compare the core layers:
→ Wrappers
→ Memory
→ Looping frameworks
#LLMstack #AItools2025

AGI is around the corner. LLMs are the new OS. Agents will run the world. You've heard the hype. But in 2025, product teams aren't chasing buzz—they're building real things. Here’s what actually works in AI today. #AIInfra #LLMStack

zeroxaitales's tweet image. AGI is around the corner. 
LLMs are the new OS. 
Agents will run the world. You've heard the hype. 
But in 2025, product teams aren't chasing buzz—they're building real things. Here’s what actually works in AI today. 
#AIInfra #LLMStack

RAG talking gibberish? 🫠 Likely: bad chunking, weak embeddings, no reranker. Fix: ⚡ Smart chunking ⚡ Domain embeddings ⚡ Cross-encoder rerank 📌 Save this for later and follow @neurlcreators for more micro-wins. #RAG #AIinfra #LLMstack

NeurlCreators's tweet image. RAG talking gibberish? 🫠
Likely: bad chunking, weak embeddings, no reranker.
Fix:
 ⚡ Smart chunking
 ⚡ Domain embeddings
 ⚡ Cross-encoder rerank
📌 Save this for later and follow @neurlcreators for more micro-wins.
 #RAG #AIinfra #LLMstack

#LLMStack is not MIT nor other real #FOSS license, but some code-available garbage. Do not support lying @trypromptly. Love the community quote on Perplexity 😆.

monnef's tweet image. #LLMStack is not MIT nor other real #FOSS license, but some code-available garbage. Do not support lying @trypromptly.

Love the community quote on Perplexity 😆.

Claude helps you reason. GPT-4o helps you write. Gemini simplifies. But only Kynismos lets them work together — privately — for you. 🧠 One chat. Infinite power. kynismos.ai #MultiAI #BoundlessPotential #LLMstack #aitips


👀 Think coding is safe from disruption? Windsurf just laughed. Follow me for more deep dives into the wildest AI infra moves happening behind the scenes. #AgenticAI #LLMstack #DevTwitter #AutoDev #TechFounders #AIAgents #StartupBreakdowns #WindsurfAI #BuildWithAI

anstmoore's tweet image. 👀 Think coding is safe from disruption?
Windsurf just laughed.

Follow me for more deep dives into the wildest AI infra moves happening behind the scenes.
#AgenticAI #LLMstack #DevTwitter #AutoDev #TechFounders #AIAgents #StartupBreakdowns #WindsurfAI #BuildWithAI…

Meet Lytix: An AI Platform that Brings Insights, Testing, and E2E Analytics to Your LLM Stack with Minimal Changes to Your Existing Codebase itinai.com/meet-lytix-an-… #Lytix #AIPlatform #LLMstack #TextDataAnalysis #TechSolutions #ai #news #llm #ml #research #ainews #innovation

vlruso's tweet image. Meet Lytix: An AI Platform that Brings Insights, Testing, and E2E Analytics to Your LLM Stack with Minimal Changes to Your Existing Codebase

itinai.com/meet-lytix-an-…

#Lytix #AIPlatform #LLMstack #TextDataAnalysis #TechSolutions #ai #news #llm #ml #research #ainews #innovation …

Yes, we use GPT-4. But the value isn’t the model. The value is what we ask, what we route, and how we interpret. Maestro isn’t another wrapper. It’s a structured decision engine—built for one job: pricing truth. #LLMstack #gpt4 #buildinpublic #renovation


First, ask: Are you shipping a feature… Or building a platform? API = prototype fast Model = build to scale Different paths, different tradeoffs. #foundertools #llmstack


Choose Based on Who You Are: → Startup founder? Use LangChain + LlamaIndex to ship fast with RAG + routing → Infra engineer? Use CrewAI or AutoGen to build multi-agent systems → UX-focused builder? Use Dust or Flowise for clean, memory-rich flows #LLMstack #AItools2025


Cloud vs Local Isn’t Either-Or Smart builders hybridize: — Local for privacy, speed, low cost — Cloud for scale, fine-tuning, collaboration Edge devices are the new frontend layer. #hybridAI #LLMstack


Unlock the power of the 7-layer LLM stack! Partner with Jai Infoway for expert mobile/web development at jaiinfoway.com. Transform your business today! Read full nlog- linkedin.com/pulse/7-layers… #AIRevolution #LLMStack #TechInnovation #JaiInfoway

Jaiinfoway_'s tweet image. Unlock the power of the 7-layer LLM stack!  Partner with Jai Infoway for expert mobile/web development at jaiinfoway.com. Transform your business today!

Read full nlog- linkedin.com/pulse/7-layers…

#AIRevolution #LLMStack #TechInnovation  #JaiInfoway

RAG talking gibberish? 🫠 Likely: bad chunking, weak embeddings, no reranker. Fix: ⚡ Smart chunking ⚡ Domain embeddings ⚡ Cross-encoder rerank 📌 Save this for later and follow @neurlcreators for more micro-wins. #RAG #AIinfra #LLMstack

NeurlCreators's tweet image. RAG talking gibberish? 🫠
Likely: bad chunking, weak embeddings, no reranker.
Fix:
 ⚡ Smart chunking
 ⚡ Domain embeddings
 ⚡ Cross-encoder rerank
📌 Save this for later and follow @neurlcreators for more micro-wins.
 #RAG #AIinfra #LLMstack

8. Current chat-based or LLM-wrapped services are essentially patchwork: adding guardrails, MCPs, fine-tuning on top of a core model. #LLMstack #ChatAI


Yes, we use GPT-4. But the value isn’t the model. The value is what we ask, what we route, and how we interpret. Maestro isn’t another wrapper. It’s a structured decision engine—built for one job: pricing truth. #LLMstack #gpt4 #buildinpublic #renovation


👀 Think coding is safe from disruption? Windsurf just laughed. Follow me for more deep dives into the wildest AI infra moves happening behind the scenes. #AgenticAI #LLMstack #DevTwitter #AutoDev #TechFounders #AIAgents #StartupBreakdowns #WindsurfAI #BuildWithAI

anstmoore's tweet image. 👀 Think coding is safe from disruption?
Windsurf just laughed.

Follow me for more deep dives into the wildest AI infra moves happening behind the scenes.
#AgenticAI #LLMstack #DevTwitter #AutoDev #TechFounders #AIAgents #StartupBreakdowns #WindsurfAI #BuildWithAI…

💡 Why this matters: Manus is a shift from AI interfaces to AI action. It doesn’t wait for prompts — it executes. We’re entering a future where AI stops being a tool… and starts being the worker. #AIagents #AIworkforce #LLMstack


2. GPT-4o — The dependable all-rounder ⚡ Highly versatile 🧠 Impressive code quality 📏 128K context, solid reasoning However, it tends to generalize. Ideal for breadth, not depth. Great for agent workflows, less so for nuanced breakage detection. #GPT4o #OpenAI #LLMStack


Claude helps you reason. GPT-4o helps you write. Gemini simplifies. But only Kynismos lets them work together — privately — for you. 🧠 One chat. Infinite power. kynismos.ai #MultiAI #BoundlessPotential #LLMstack #aitips


#LLMStack is not MIT nor other real #FOSS license, but some code-available garbage. Do not support lying @trypromptly. Love the community quote on Perplexity 😆.

monnef's tweet image. #LLMStack is not MIT nor other real #FOSS license, but some code-available garbage. Do not support lying @trypromptly.

Love the community quote on Perplexity 😆.

Unlock the power of the 7-layer LLM stack! Partner with Jai Infoway for expert mobile/web development at jaiinfoway.com. Transform your business today! Read full nlog- linkedin.com/pulse/7-layers… #AIRevolution #LLMStack #TechInnovation #JaiInfoway

Jaiinfoway_'s tweet image. Unlock the power of the 7-layer LLM stack!  Partner with Jai Infoway for expert mobile/web development at jaiinfoway.com. Transform your business today!

Read full nlog- linkedin.com/pulse/7-layers…

#AIRevolution #LLMStack #TechInnovation  #JaiInfoway

6/9🧵Atropos is 1 of 3 core components in the Nous RL stack. - Training + inference frameworks are on the way. - Together, they form an asynchronous, distributed system — the backbone of Psyche, a global decentralized training network. #Decentralized #Network #LLMStack #AI

Clofixs's tweet image. 6/9🧵Atropos is 1 of 3 core components in the Nous RL stack.

- Training + inference frameworks are on the way.
- Together, they form an asynchronous, distributed system — the backbone of Psyche, a global decentralized training network.
#Decentralized #Network #LLMStack #AI

RAG talking gibberish? 🫠 Likely: bad chunking, weak embeddings, no reranker. Fix: ⚡ Smart chunking ⚡ Domain embeddings ⚡ Cross-encoder rerank 📌 Save this for later and follow @neurlcreators for more micro-wins. #RAG #AIinfra #LLMstack

NeurlCreators's tweet image. RAG talking gibberish? 🫠
Likely: bad chunking, weak embeddings, no reranker.
Fix:
 ⚡ Smart chunking
 ⚡ Domain embeddings
 ⚡ Cross-encoder rerank
📌 Save this for later and follow @neurlcreators for more micro-wins.
 #RAG #AIinfra #LLMstack

👀 Think coding is safe from disruption? Windsurf just laughed. Follow me for more deep dives into the wildest AI infra moves happening behind the scenes. #AgenticAI #LLMstack #DevTwitter #AutoDev #TechFounders #AIAgents #StartupBreakdowns #WindsurfAI #BuildWithAI

anstmoore's tweet image. 👀 Think coding is safe from disruption?
Windsurf just laughed.

Follow me for more deep dives into the wildest AI infra moves happening behind the scenes.
#AgenticAI #LLMstack #DevTwitter #AutoDev #TechFounders #AIAgents #StartupBreakdowns #WindsurfAI #BuildWithAI…

AGI is around the corner. LLMs are the new OS. Agents will run the world. You've heard the hype. But in 2025, product teams aren't chasing buzz—they're building real things. Here’s what actually works in AI today. #AIInfra #LLMStack

zeroxaitales's tweet image. AGI is around the corner. 
LLMs are the new OS. 
Agents will run the world. You've heard the hype. 
But in 2025, product teams aren't chasing buzz—they're building real things. Here’s what actually works in AI today. 
#AIInfra #LLMStack

LLMs don’t remember. They don’t loop. They don’t plan. Until you add wrappers, memory, and loops. In 2025, the best AI stacks aren’t model-first—they’re system-smart. Let’s compare the core layers: → Wrappers → Memory → Looping frameworks #LLMstack #AItools2025

zeroxaitales's tweet image. LLMs don’t remember. They don’t loop. They don’t plan.
Until you add wrappers, memory, and loops.
In 2025, the best AI stacks aren’t model-first—they’re system-smart.
Let’s compare the core layers:
→ Wrappers
→ Memory
→ Looping frameworks
#LLMstack #AItools2025

Meet Lytix: An AI Platform that Brings Insights, Testing, and E2E Analytics to Your LLM Stack with Minimal Changes to Your Existing Codebase itinai.com/meet-lytix-an-… #Lytix #AIPlatform #LLMstack #TextDataAnalysis #TechSolutions #ai #news #llm #ml #research #ainews #innovation

vlruso's tweet image. Meet Lytix: An AI Platform that Brings Insights, Testing, and E2E Analytics to Your LLM Stack with Minimal Changes to Your Existing Codebase

itinai.com/meet-lytix-an-…

#Lytix #AIPlatform #LLMstack #TextDataAnalysis #TechSolutions #ai #news #llm #ml #research #ainews #innovation …

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