Just discovered a neat Python trick π
uv init --bare
Creates a minimal Python project without generating unnecessary files.
Perfect when you want a clean starting point and full control over project structure.
Small feature. Huge productivity boost. π
OpenClaw is magical
I just built an agent that manages my Microsoft Teams and now it sends me a morning summary of all important messages so I donβt have to scroll through chats.
AI agents quietly doing work in the background.
The future of work is agents.
#AIAgents#OpenClaw
Understanding how AI agents actually work π
User sends query
Agent sends query + context to LLM
LLM requests a tool (API / DB / function)
Agent executes the tool
Tool returns result
LLM generates final answer
Agent responds to user
LLMs think.
Agents act.
#AIAgents#LangChain
Built my own OpenClaw AI agent that scans market structure, liquidity zones, and volatility regimes to generate high-probability trade signals for BTC & ETH.
From noise β structured edge.
From emotions β data-driven execution.
What about Real-time video translation with AI?
Speech β Text β Translate β Voice clone β Lip sync β all happening live.
Creators can reach global audiences instantly.
Meetings become language-agnostic.
Education breaks barriers.
Most teams start with EC2-style infrastructure full control, full responsibility.But as systems grow, so does the ops burden:
β’ OS updates
β’ Scaling
β’ Monitoring
β’ Failures at 2 AM
Thatβs where managed services (like ECS) shine.
Less infra stress.
More focus on shipping code
Steps to deploy nodejs app aws
Create an AWS account
Launch an EC2 instance
Clone your repo
Install the dependencies
Install pm2 - process manager which starts a process in the background to keep server running 24/7
Start node server with pm2 - pm2 start npm -- start