Week 4 Day 1: Started LangGraph.
Learned the core concepts:
• State → current snapshot of the application
• Nodes → functions/tasks
• Edges → connections/flow
Interesting shift from agents → graph-based orchestration.
#AI#LangGraph#AIAgents#BuildInPublic
Week 3 Day 5: Built a Python code generation system using CrewAI + Gemini.
Used agents to generate and coordinate Python code workflows.
#AI#AIAgents#CrewAI#Gemini#BuildInPublic
Week 3 Day 3: Built a research system today.
• Researcher agent → uses Serper (Google Search API) to gather company info
• Analyst agent → takes research output and generates the report
Research → analysis → report.
#AI#AIAgents#BuildInPublic
Built a stock picker agent today using CrewAI + Gemini.
Features:
• Pydantic structured outputs
• custom tools
• manager + worker agents (hierarchical flow)
Feels like managing a small AI team 😄
#CrewAI#Gemini#AI
@sama Finance.
AI should become a personal financial advisor for everyone.
Not just stocks — but PPF, NPS, real estate, taxes, buying a house, portfolio analysis, risk prediction, and long-term planning.
“Should I buy this house?” should become an AI question.
1/ We are sharing additional details regarding our investigation into unauthorized access to GitHub's internal repositories.
Yesterday we detected and contained a compromise of an employee device involving a poisoned VS Code extension. We removed the malicious extension version, isolated the endpoint, and began incident response immediately.
GitHub confirmed attackers stole data from around 3,800 internal code repositories after a compromised employee device was infected through a malicious VS Code extension.
#github
1/ We are sharing additional details regarding our investigation into unauthorized access to GitHub's internal repositories.
Yesterday we detected and contained a compromise of an employee device involving a poisoned VS Code extension. We removed the malicious extension version, isolated the endpoint, and began incident response immediately.