⚡ Building production-grade AI Agents
🔗 LangGraph • LangChain • FastMCP • PyTorch
🧠 RAG • Multi-Agent Systems • LLMs
🐙 github.com/Pokemon455
To get it back, they want a government ID.
I don't have one.
Years of connections are now behind a verification screen.
That's when it hit me:
I wasn't building on LinkedIn.
I was building on borrowed land.
Build what you control.
#LinkedIn #BuildInPublic
ML often needs manual feature engineering. DL automatically discovers complex patterns using neural networks.
Think: ML = toolkit. DL = brain-inspired learning. #AI #MachineLearning #DeepLearning
ML often needs manual feature engineering. DL automatically discovers complex patterns using neural networks.
Think: ML = toolkit. DL = brain-inspired learning. #AI #MachineLearning #DeepLearning
Recent projects:
🤖 Multi-Agent Chatbots
⚡ FastMCP Python REPL
✍️ AI Blog Writer
🧠 LSTM Next Word Prediction
🔗 github.com/arbaz-builds
#AI #LangGraph #Python #OpenSource #AIAgents
Recent projects:
🤖 Multi-Agent Chatbots
⚡ FastMCP Python REPL
✍️ AI Blog Writer
🧠 LSTM Next Word Prediction
🔗 github.com/arbaz-builds
#AI #LangGraph #Python #OpenSource #AIAgents
giftarticle.ft.com/giftarticle/...
giftarticle.ft.com/giftarticle/...
It may be decided by who controls them.
As tensions rise between the U.S. government and Anthropic over AI access, safety, and national security, one thing is clear:
The AI race is becoming a governance race. ⚡
#Anthropic #AI #ClaudeAI #FutureOfAI
It may be decided by who controls them.
As tensions rise between the U.S. government and Anthropic over AI access, safety, and national security, one thing is clear:
The AI race is becoming a governance race. ⚡
#Anthropic #AI #ClaudeAI #FutureOfAI
ChatGPT is an LLM, and an LLM is just one type of AI. Fraud detection, route optimization, recommendation engines, and chess bots are AI too—they just don't talk like humans.
#AI #LLM #GenAI #MachineLearning
ChatGPT is an LLM, and an LLM is just one type of AI. Fraud detection, route optimization, recommendation engines, and chess bots are AI too—they just don't talk like humans.
#AI #LLM #GenAI #MachineLearning
To get it back, they want a government ID.
I don't have one.
Years of connections are now behind a verification screen.
That's when it hit me:
I wasn't building on LinkedIn.
I was building on borrowed land.
Build what you control.
#LinkedIn #BuildInPublic
To get it back, they want a government ID.
I don't have one.
Years of connections are now behind a verification screen.
That's when it hit me:
I wasn't building on LinkedIn.
I was building on borrowed land.
Build what you control.
#LinkedIn #BuildInPublic
Fable 5 🧠 frontier worker | Opus 4.8 💻 reasoning+coding | Sonnet 4.6 ⚖️ daily work | Haiku 4.5 ⚡ fast automation
Not “ask AI” → “AI does the work”
#AI #Anthropic #Claude #AIAgents
Fable 5 🧠 frontier worker | Opus 4.8 💻 reasoning+coding | Sonnet 4.6 ⚖️ daily work | Haiku 4.5 ⚡ fast automation
Not “ask AI” → “AI does the work”
#AI #Anthropic #Claude #AIAgents
Codex: Move fast, break things
Claude: Move clean, explain everything
Most still pick speed over cleanliness.
The eternal AI coding dilemma 😂
Pick your fighter 👀
#AICoding #Claude #Codex #AI #Programming #TechTwitter
Codex: Move fast, break things
Claude: Move clean, explain everything
Most still pick speed over cleanliness.
The eternal AI coding dilemma 😂
Pick your fighter 👀
#AICoding #Claude #Codex #AI #Programming #TechTwitter
The bigger question is whether better reasoning can eventually overcome a distribution gap this large.
The bigger question is whether better reasoning can eventually overcome a distribution gap this large.
May this blessed day bring joy, peace & blessings to you and your family.
On this day of sacrifice, let's remember to help each other and spread kindness. 🤲
#EidMubarak #EidUlAdha #Bakrid2026 #عید_مبارک
May this blessed day bring joy, peace & blessings to you and your family.
On this day of sacrifice, let's remember to help each other and spread kindness. 🤲
#EidMubarak #EidUlAdha #Bakrid2026 #عید_مبارک
Use permission_overwrites when creating channels.
✅ Deny bot access to private channels explicitly
✅ Always test with a non-admin account
Small mistakes = big security holes. 🔒
#Discord #CyberSecurity #DiscordBot
Use permission_overwrites when creating channels.
✅ Deny bot access to private channels explicitly
✅ Always test with a non-admin account
Small mistakes = big security holes. 🔒
#Discord #CyberSecurity #DiscordBot
• VIEW_CHANNEL — can the user see it?
• SEND_MESSAGES — can they talk?
• MANAGE_MESSAGES — can they delete?
Get these right and your bot is powerful. Get them wrong and it breaks. 💪
#Discord #BotDev #Developer
• VIEW_CHANNEL — can the user see it?
• SEND_MESSAGES — can they talk?
• MANAGE_MESSAGES — can they delete?
Get these right and your bot is powerful. Get them wrong and it breaks. 💪
#Discord #BotDev #Developer
From writing code to generating art, AI tools are reshaping how we work and think. The engineers who understand AI won't just survive this shift — they'll lead it.
#AI #ArtificialIntelligence #AIEngineering
From writing code to generating art, AI tools are reshaping how we work and think. The engineers who understand AI won't just survive this shift — they'll lead it.
#AI #ArtificialIntelligence #AIEngineering
Join AI AGENTS HUB — community for:
🧠 LLM lovers
🐍 Python coders
🤖 Agent builders
Free to join 👇
discord.gg/FJNEAQdU8K
#AIAgents #Python #LangChain
Join AI AGENTS HUB — community for:
🧠 LLM lovers
🐍 Python coders
🤖 Agent builders
Free to join 👇
discord.gg/FJNEAQdU8K
#AIAgents #Python #LangChain
✅ Web search
✅ Run Python code
✅ Memory
✅ Document Q&A
For your business — starting at $20.
github.com/Pokemon455/langgraph-multi-agent
#AIAgents #LangChain #Python #AI
✅ Web search
✅ Run Python code
✅ Memory
✅ Document Q&A
For your business — starting at $20.
github.com/Pokemon455/langgraph-multi-agent
#AIAgents #LangChain #Python #AI
What breaks in production:
🔴 Context overflow
🔴 Tool call loops
🔴 Memory leaks
Fix:
1. Chunk your state
2. Loop detection in router
3. Postgres checkpointing
Built 10+ agents. DM me.
#AI #LangGraph #Python #AIAgents
What breaks in production:
🔴 Context overflow
🔴 Tool call loops
🔴 Memory leaks
Fix:
1. Chunk your state
2. Loop detection in router
3. Postgres checkpointing
Built 10+ agents. DM me.
#AI #LangGraph #Python #AIAgents
→ Reads emails
→ Classifies by priority
→ Drafts replies
→ Flags urgent ones
Stack: LangGraph + Claude + Gmail API
Saved client 15 hrs/week.
Cost: $20. Forever. 🔥
Want one? DM me.
#AI #Automation #Productivity #Freelancer
→ Reads emails
→ Classifies by priority
→ Drafts replies
→ Flags urgent ones
Stack: LangGraph + Claude + Gmail API
Saved client 15 hrs/week.
Cost: $20. Forever. 🔥
Want one? DM me.
#AI #Automation #Productivity #Freelancer
You don't need GPT-4 for 90% of AI tasks.
Claude Haiku + RAG =
✅ 10x cheaper
✅ Same quality
✅ Faster
Businesses are overpaying for AI.
I help startups build cost-efficient agents.
First one FREE 🎁
#AI #Startups #LLM #AIAgents
You don't need GPT-4 for 90% of AI tasks.
Claude Haiku + RAG =
✅ 10x cheaper
✅ Same quality
✅ Faster
Businesses are overpaying for AI.
I help startups build cost-efficient agents.
First one FREE 🎁
#AI #Startups #LLM #AIAgents
My production stack 👇
🔀 LangGraph • 🔍 RAG+Pinecone
🐍 FastMCP • 🧠 PostgreSQL
Open source ✅
github.com/Pokemon455/langgraph-multi-agent
#AIAgents #LangGraph #Python #AI
My production stack 👇
🔀 LangGraph • 🔍 RAG+Pinecone
🐍 FastMCP • 🧠 PostgreSQL
Open source ✅
github.com/Pokemon455/langgraph-multi-agent
#AIAgents #LangGraph #Python #AI