Sayed Allam
@sayedev.bsky.social
Sayed Allam
Senior AI Trainer & LLM Architect
I specialize in fine-tuning advanced models like GPT-4, Claude, and Gemini, developing AI agents, and crafting scalable automation systems that drive impactful results.
Senior AI Trainer & LLM Architect
I specialize in fine-tuning advanced models like GPT-4, Claude, and Gemini, developing AI agents, and crafting scalable automation systems that drive impactful results.
Gemini 4 pro leaked benchmarks, wild if true
September 18, 2026 at 12:59 PM
Gemini 4 pro leaked benchmarks, wild if true
One thing is becoming increasingly clear:
The model itself is no longer the product.
The system around it, tools, memory, orchestration, and the execution loop are becoming just as important as the model itself.
#AI #AIEngineering #AgenticAI #AI #MachineLearning #AIEngineering #Inference
The model itself is no longer the product.
The system around it, tools, memory, orchestration, and the execution loop are becoming just as important as the model itself.
#AI #AIEngineering #AgenticAI #AI #MachineLearning #AIEngineering #Inference
September 17, 2026 at 11:34 AM
One thing is becoming increasingly clear:
The model itself is no longer the product.
The system around it, tools, memory, orchestration, and the execution loop are becoming just as important as the model itself.
#AI #AIEngineering #AgenticAI #AI #MachineLearning #AIEngineering #Inference
The model itself is no longer the product.
The system around it, tools, memory, orchestration, and the execution loop are becoming just as important as the model itself.
#AI #AIEngineering #AgenticAI #AI #MachineLearning #AIEngineering #Inference
A bug report can be a recording.
Watch Skill makes its frames, on-screen text and speech searchable with timestamps. DeepWatch adds an agent workspace with tool receipts and verification contracts.
Open source, MIT licensed.
github.com/oxbshw/watch...
#AIAgents #Python #LLM #MCP #OpenSource #ai
Watch Skill makes its frames, on-screen text and speech searchable with timestamps. DeepWatch adds an agent workspace with tool receipts and verification contracts.
Open source, MIT licensed.
github.com/oxbshw/watch...
#AIAgents #Python #LLM #MCP #OpenSource #ai
September 9, 2026 at 11:00 AM
A bug report can be a recording.
Watch Skill makes its frames, on-screen text and speech searchable with timestamps. DeepWatch adds an agent workspace with tool receipts and verification contracts.
Open source, MIT licensed.
github.com/oxbshw/watch...
#AIAgents #Python #LLM #MCP #OpenSource #ai
Watch Skill makes its frames, on-screen text and speech searchable with timestamps. DeepWatch adds an agent workspace with tool receipts and verification contracts.
Open source, MIT licensed.
github.com/oxbshw/watch...
#AIAgents #Python #LLM #MCP #OpenSource #ai
Reposted by Sayed Allam
Repeated multimodal inference for the same video started feeling wrong.
So I built Watch Skill to index videos once and retrieve moments later.
github.com/oxbshw/watch...
#AIAgents #Python #LLM #MCP #OpenSource #ai
So I built Watch Skill to index videos once and retrieve moments later.
github.com/oxbshw/watch...
#AIAgents #Python #LLM #MCP #OpenSource #ai
GitHub - oxbshw/watch-skill: Give any AI agent the ability to watch video — and to watch its own work and fix it. MCP + CLI + REST; scene-aware frames, OCR, local-first transcription, persistent index...
Give any AI agent the ability to watch video — and to watch its own work and fix it. MCP + CLI + REST; scene-aware frames, OCR, local-first transcription, persistent index, and THE LOOP. - oxbshw/w...
github.com
July 6, 2026 at 2:01 AM
Repeated multimodal inference for the same video started feeling wrong.
So I built Watch Skill to index videos once and retrieve moments later.
github.com/oxbshw/watch...
#AIAgents #Python #LLM #MCP #OpenSource #ai
So I built Watch Skill to index videos once and retrieve moments later.
github.com/oxbshw/watch...
#AIAgents #Python #LLM #MCP #OpenSource #ai
What if videos were indexed once instead of reprocessed every time an agent had a new question?
That's what I've been building with Watch Skill.
github.com/oxbshw/watch...
That's what I've been building with Watch Skill.
github.com/oxbshw/watch...
GitHub - oxbshw/watch-skill: Give any AI agent the ability to watch video — and to watch its own work and fix it. MCP + CLI + REST; scene-aware frames, OCR, local-first transcription, persistent index...
Give any AI agent the ability to watch video — and to watch its own work and fix it. MCP + CLI + REST; scene-aware frames, OCR, local-first transcription, persistent index, and THE LOOP. - oxbshw/w...
github.com
July 6, 2026 at 2:00 AM
What if videos were indexed once instead of reprocessed every time an agent had a new question?
That's what I've been building with Watch Skill.
github.com/oxbshw/watch...
That's what I've been building with Watch Skill.
github.com/oxbshw/watch...
Building AI agents is easy.
Maintaining all the integrations around them isn't.
That's why I built AgentSpan a self-hosted web access gateway for AI agents.
Would love your feedback.
github.com/oxbshw/Agent...
Maintaining all the integrations around them isn't.
That's why I built AgentSpan a self-hosted web access gateway for AI agents.
Would love your feedback.
github.com/oxbshw/Agent...
GitHub - oxbshw/Agent-Span: The Web Access Gateway for AI Agents — 52 channels, 92 MCP tools, 9 SDKs, self-healing backends, async Rust
The Web Access Gateway for AI Agents — 52 channels, 92 MCP tools, 9 SDKs, self-healing backends, async Rust - oxbshw/Agent-Span
github.com
June 30, 2026 at 12:15 PM
Building AI agents is easy.
Maintaining all the integrations around them isn't.
That's why I built AgentSpan a self-hosted web access gateway for AI agents.
Would love your feedback.
github.com/oxbshw/Agent...
Maintaining all the integrations around them isn't.
That's why I built AgentSpan a self-hosted web access gateway for AI agents.
Would love your feedback.
github.com/oxbshw/Agent...
🚀 New release: LLM Agents & Ecosystem Handbook
🛠️ 60+ agent skeletons
📚 Tutorials (RAG, Memory, Fine-tuning, Chat with X)
⚙️ Framework comparisons & evaluation tools
Not just a list — a full handbook to build production-ready agents!
github.com/oxbshw/LLM-A...
🛠️ 60+ agent skeletons
📚 Tutorials (RAG, Memory, Fine-tuning, Chat with X)
⚙️ Framework comparisons & evaluation tools
Not just a list — a full handbook to build production-ready agents!
github.com/oxbshw/LLM-A...
GitHub - oxbshw/LLM-Agents-Ecosystem-Handbook: One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.
One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools. - oxbshw/LLM-Agents-Ecosystem-Handbook
github.com
September 8, 2025 at 3:22 AM
🚀 New release: LLM Agents & Ecosystem Handbook
🛠️ 60+ agent skeletons
📚 Tutorials (RAG, Memory, Fine-tuning, Chat with X)
⚙️ Framework comparisons & evaluation tools
Not just a list — a full handbook to build production-ready agents!
github.com/oxbshw/LLM-A...
🛠️ 60+ agent skeletons
📚 Tutorials (RAG, Memory, Fine-tuning, Chat with X)
⚙️ Framework comparisons & evaluation tools
Not just a list — a full handbook to build production-ready agents!
github.com/oxbshw/LLM-A...
Reposted by Sayed Allam
🚀 Explore curated_mcp_servers: a handpicked list of MCP servers to connect AI with APIs, databases & more.
⭐️ Check it out: github.com/oxbshw/curat...
#AI #OpenSource #MCP
⭐️ Check it out: github.com/oxbshw/curat...
#AI #OpenSource #MCP
GitHub - oxbshw/curated_mcp_servers: A collection of MCP servers.
A collection of MCP servers. Contribute to oxbshw/curated_mcp_servers development by creating an account on GitHub.
github.com
September 6, 2025 at 2:00 PM
🚀 Explore curated_mcp_servers: a handpicked list of MCP servers to connect AI with APIs, databases & more.
⭐️ Check it out: github.com/oxbshw/curat...
#AI #OpenSource #MCP
⭐️ Check it out: github.com/oxbshw/curat...
#AI #OpenSource #MCP
Reposted by Sayed Allam
n8n Lands in NYC 🗽
Thank you to everyone who joined our first community meetup in New York, you made it a night to remember. More events in NYC are coming up soon, are you coming?
Thank you to everyone who joined our first community meetup in New York, you made it a night to remember. More events in NYC are coming up soon, are you coming?
September 3, 2025 at 8:00 AM
n8n Lands in NYC 🗽
Thank you to everyone who joined our first community meetup in New York, you made it a night to remember. More events in NYC are coming up soon, are you coming?
Thank you to everyone who joined our first community meetup in New York, you made it a night to remember. More events in NYC are coming up soon, are you coming?
Reposted by Sayed Allam
Perplexity just launched an AI web browser, and OpenAI is rumored to be launching its own browser to compete with Chrome.
We may be witnessing the end of free and anonymous web browsers.
We may be witnessing the end of free and anonymous web browsers.
July 10, 2025 at 10:47 AM
Perplexity just launched an AI web browser, and OpenAI is rumored to be launching its own browser to compete with Chrome.
We may be witnessing the end of free and anonymous web browsers.
We may be witnessing the end of free and anonymous web browsers.
🚀 Building the Ultimate n8n AI Workflows library!
Over 3,400 AI-powered n8n workflows for automation.
Experimenting with an LLM tool to generate workflows from prompts.
🧠Facing challenges, but making progress! 💪
Try it: github.com/oxbshw/ultim...
#BuildInPublic #n8n #Automation #AI
#N8N
Over 3,400 AI-powered n8n workflows for automation.
Experimenting with an LLM tool to generate workflows from prompts.
🧠Facing challenges, but making progress! 💪
Try it: github.com/oxbshw/ultim...
#BuildInPublic #n8n #Automation #AI
#N8N
GitHub - oxbshw/ultimate-n8n-ai-workflows: The largest high-quality open-source library of +3000 n8n AI workflows – ready to use, extend, and contribute.
The largest high-quality open-source library of +3000 n8n AI workflows – ready to use, extend, and contribute. - oxbshw/ultimate-n8n-ai-workflows
github.com
July 7, 2025 at 10:04 PM
🚀 Building the Ultimate n8n AI Workflows library!
Over 3,400 AI-powered n8n workflows for automation.
Experimenting with an LLM tool to generate workflows from prompts.
🧠Facing challenges, but making progress! 💪
Try it: github.com/oxbshw/ultim...
#BuildInPublic #n8n #Automation #AI
#N8N
Over 3,400 AI-powered n8n workflows for automation.
Experimenting with an LLM tool to generate workflows from prompts.
🧠Facing challenges, but making progress! 💪
Try it: github.com/oxbshw/ultim...
#BuildInPublic #n8n #Automation #AI
#N8N
Drag-and-drop UI to build AI agent workflows!
Sim Studio is a lightweight, user-friendly platform that makes creating AI agent workflows accessible to everyone.
Supports all major LLMs, MCP servers, vectorDBs, etc.
100% open-source.
Sim Studio is a lightweight, user-friendly platform that makes creating AI agent workflows accessible to everyone.
Supports all major LLMs, MCP servers, vectorDBs, etc.
100% open-source.
July 6, 2025 at 2:57 PM
Drag-and-drop UI to build AI agent workflows!
Sim Studio is a lightweight, user-friendly platform that makes creating AI agent workflows accessible to everyone.
Supports all major LLMs, MCP servers, vectorDBs, etc.
100% open-source.
Sim Studio is a lightweight, user-friendly platform that makes creating AI agent workflows accessible to everyone.
Supports all major LLMs, MCP servers, vectorDBs, etc.
100% open-source.
🚨 BREAKING: Google just released AI courses for free. No prerequisites or fees required.
Here are 10 courses you don't want to miss:
Here are 10 courses you don't want to miss:
a google assistant icon with a speech bubble that says hi how can i help
ALT: a google assistant icon with a speech bubble that says hi how can i help
media.tenor.com
July 6, 2025 at 2:30 PM
🚨 BREAKING: Google just released AI courses for free. No prerequisites or fees required.
Here are 10 courses you don't want to miss:
Here are 10 courses you don't want to miss:
Block's Lessons for Designing MCP Servers
www.notion.so/The-Definiti...
www.notion.so/The-Definiti...
July 6, 2025 at 10:41 AM
Block's Lessons for Designing MCP Servers
www.notion.so/The-Definiti...
www.notion.so/The-Definiti...
🚨 OpenAI just launched the AI Academy, and it’s completely FREE!
11 courses covering:
→ Prompt engineering
→ Reasoning with ChatGPT
→ Data analysis
→ Coding, writing, search & more
Perfect for beginners or tinkerers!
link below 🧵↓
11 courses covering:
→ Prompt engineering
→ Reasoning with ChatGPT
→ Data analysis
→ Coding, writing, search & more
Perfect for beginners or tinkerers!
link below 🧵↓
July 6, 2025 at 9:54 AM
🚨 OpenAI just launched the AI Academy, and it’s completely FREE!
11 courses covering:
→ Prompt engineering
→ Reasoning with ChatGPT
→ Data analysis
→ Coding, writing, search & more
Perfect for beginners or tinkerers!
link below 🧵↓
11 courses covering:
→ Prompt engineering
→ Reasoning with ChatGPT
→ Data analysis
→ Coding, writing, search & more
Perfect for beginners or tinkerers!
link below 🧵↓
🚀 Deep Semantic Enhancer — Supercharge your AI’s semantic understanding!🔥
Ready to take your AI models to the next level ? Explore cutting-edge tools and techniques to enhance your AI’s deep learning capabilities.
Explore now: github.com/oxbshw/Deep-...
#AI #AIResearch #OpenSource
Ready to take your AI models to the next level ? Explore cutting-edge tools and techniques to enhance your AI’s deep learning capabilities.
Explore now: github.com/oxbshw/Deep-...
#AI #AIResearch #OpenSource
GitHub - oxbshw/Deep-Semantic-Enhancer: The Deep Semantic Enhancer (DSE) is an advanced meta-prompt designed to transform simple ideas or requests into highly professional, precise instructions. This ...
The Deep Semantic Enhancer (DSE) is an advanced meta-prompt designed to transform simple ideas or requests into highly professional, precise instructions. This powerful tool is capable of extractin...
github.com
July 5, 2025 at 10:20 PM
🚀 Deep Semantic Enhancer — Supercharge your AI’s semantic understanding!🔥
Ready to take your AI models to the next level ? Explore cutting-edge tools and techniques to enhance your AI’s deep learning capabilities.
Explore now: github.com/oxbshw/Deep-...
#AI #AIResearch #OpenSource
Ready to take your AI models to the next level ? Explore cutting-edge tools and techniques to enhance your AI’s deep learning capabilities.
Explore now: github.com/oxbshw/Deep-...
#AI #AIResearch #OpenSource
xAI Python SDK released!
Warm up before Grok 4 release!
Warm up before Grok 4 release!
July 5, 2025 at 6:35 PM
xAI Python SDK released!
Warm up before Grok 4 release!
Warm up before Grok 4 release!
Small Language Models (SLMs) are the future of Agentic AI, claim @NVIDIA researchers.
Moreover, they offer a method for converting existing agent systems from using LLMs to SLMs that could work in practice.
Here are the details:
Moreover, they offer a method for converting existing agent systems from using LLMs to SLMs that could work in practice.
Here are the details:
July 5, 2025 at 6:29 PM
Small Language Models (SLMs) are the future of Agentic AI, claim @NVIDIA researchers.
Moreover, they offer a method for converting existing agent systems from using LLMs to SLMs that could work in practice.
Here are the details:
Moreover, they offer a method for converting existing agent systems from using LLMs to SLMs that could work in practice.
Here are the details:
9 AI techniques you should know:
RAG
Knowledge distillation
Prompt optimization
GRPO
Mixture-of-Experts (MoE)
Chains-of-..(Agents & RAG)
Methods reducing memory LightThinker, MLA
Slim Attention, KArAt, XAttention
Synthetic data & HITL
Learn more in these guides -> www.notion.so/9-Methods-an...
RAG
Knowledge distillation
Prompt optimization
GRPO
Mixture-of-Experts (MoE)
Chains-of-..(Agents & RAG)
Methods reducing memory LightThinker, MLA
Slim Attention, KArAt, XAttention
Synthetic data & HITL
Learn more in these guides -> www.notion.so/9-Methods-an...
July 5, 2025 at 6:27 PM
9 AI techniques you should know:
RAG
Knowledge distillation
Prompt optimization
GRPO
Mixture-of-Experts (MoE)
Chains-of-..(Agents & RAG)
Methods reducing memory LightThinker, MLA
Slim Attention, KArAt, XAttention
Synthetic data & HITL
Learn more in these guides -> www.notion.so/9-Methods-an...
RAG
Knowledge distillation
Prompt optimization
GRPO
Mixture-of-Experts (MoE)
Chains-of-..(Agents & RAG)
Methods reducing memory LightThinker, MLA
Slim Attention, KArAt, XAttention
Synthetic data & HITL
Learn more in these guides -> www.notion.so/9-Methods-an...
🚀
@pipedream vs. @n8n.io : Which One Should You Choose?
When it comes to automation platforms, both Pipedream and n8n stand out. But which one is better for your needs? Let's dive into some of the key differences. Stay tuned!
#Pipedream #n8n #Automation #NoCode #Tech
@pipedream vs. @n8n.io : Which One Should You Choose?
When it comes to automation platforms, both Pipedream and n8n stand out. But which one is better for your needs? Let's dive into some of the key differences. Stay tuned!
#Pipedream #n8n #Automation #NoCode #Tech
July 5, 2025 at 5:41 PM
🚀
@pipedream vs. @n8n.io : Which One Should You Choose?
When it comes to automation platforms, both Pipedream and n8n stand out. But which one is better for your needs? Let's dive into some of the key differences. Stay tuned!
#Pipedream #n8n #Automation #NoCode #Tech
@pipedream vs. @n8n.io : Which One Should You Choose?
When it comes to automation platforms, both Pipedream and n8n stand out. But which one is better for your needs? Let's dive into some of the key differences. Stay tuned!
#Pipedream #n8n #Automation #NoCode #Tech
Reposted by Sayed Allam
Digging the new dark theme on openalternative.co 😍
July 4, 2025 at 1:58 PM
Digging the new dark theme on openalternative.co 😍
🚨 FREE AI Video Generator From Idea to YouTube Video in Seconds 🎥
Drop your video idea in Google Sheets. and do nothing.
In moments, a fully edited YouTube video is created, uploaded, and logged — automatically.
Follow + RT + reply “AI” and I’ll DM you the full setup for FREE
Drop your video idea in Google Sheets. and do nothing.
In moments, a fully edited YouTube video is created, uploaded, and logged — automatically.
Follow + RT + reply “AI” and I’ll DM you the full setup for FREE
July 5, 2025 at 5:19 PM
🚨 FREE AI Video Generator From Idea to YouTube Video in Seconds 🎥
Drop your video idea in Google Sheets. and do nothing.
In moments, a fully edited YouTube video is created, uploaded, and logged — automatically.
Follow + RT + reply “AI” and I’ll DM you the full setup for FREE
Drop your video idea in Google Sheets. and do nothing.
In moments, a fully edited YouTube video is created, uploaded, and logged — automatically.
Follow + RT + reply “AI” and I’ll DM you the full setup for FREE
🚨 FREE AI Video Generator — Turn your story into a video in minutes 🎥⚡
Create amazing videos with just a few clicks — no code needed!
🧠 Reply “VIDEO” + Like & Retweet
🔐 Follow to unlock the full system — completely FREE!
Create amazing videos with just a few clicks — no code needed!
🧠 Reply “VIDEO” + Like & Retweet
🔐 Follow to unlock the full system — completely FREE!
July 5, 2025 at 5:19 PM
🚨 FREE AI Video Generator — Turn your story into a video in minutes 🎥⚡
Create amazing videos with just a few clicks — no code needed!
🧠 Reply “VIDEO” + Like & Retweet
🔐 Follow to unlock the full system — completely FREE!
Create amazing videos with just a few clicks — no code needed!
🧠 Reply “VIDEO” + Like & Retweet
🔐 Follow to unlock the full system — completely FREE!