Sahayak: what 15 LinkedIn posts in 5 weeks taught me about reach and consistency
15 LinkedIn posts in 5 weeks: two broke out, and the numbers taught me that reach and trust are different things.
Generative AI
Why Does AI Feel Smarter Lately? Reasoning Models and the Rough Sheet
Hint: it’s just board exams. Models don’t learn from your chats; reasoning models just do rough work before the final answer.
Sahayak: why my AI post tool writes drafts, never finished posts
I launched Sahayak, which turns a real idea from your week into a LinkedIn draft built only from your facts. You always edit.
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.
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.