Job Sherpa: an open-source job-search assistant that can't make up your resume
An open-source job-search assistant for any coding agent: it finds and scores jobs, tailors resumes and never invents a claim.
Generative AI
What Makes an AI Agent Feel Autonomous? The Agent Loop
Hint: it’s just Mom’s cooking. Plan, act, observe, repeat: the loop that makes an ordinary model feel like an agent.
When two AIs grade each other, they can agree their way into wrong answers
Two copies of one model that write and grade each other’s questions can look healthy while agreeing on more wrong answers.
How Does an Agent Remember? Context Window vs Memory
Hint: it’s just a WhatsApp scroll. Why an AI forgets yesterday’s chat, and how real memory works: a notebook it reads next time.
What Turns an LLM into an Agent: The Tool Call
Hint: it’s just a waiter. How a tool call lets an LLM check the real world before it answers, the first step to an agent.