Aakarsh Singh

My Codex agent has been building non-stop for 9 hours straight 🔥 Gave it a massive scope: build a Mac app for all my content. Calling it Content OS. Running it in full-auto mode with bypass approvals. Full access to my browser, filesystem, and shell. Going full YOLO. Set up a 30-min heartbeat automation on the thread in case it drops out of the loop or breaks sandbox to ask for approvals (reminding itself it's supposed to run fully autonomously, no human-in-the-loop). Also plugged in VAPI via MCP with an instruction: if for whatever reason you're stuck and can't move ahead because you need action from me, call me on my phone and tell me exactly what the problem is so I can come attend to it. Hasn't made a single call yet. Didn't get stuck even once so far. Kicked it off last night. What I woke up to was nothing short of mind-blowing. Right now I'm at the gym, haven't even seen the updated output yet (it's a MASSIVE Mac app). Will drop more updates soon. But first impressions. I'm fucking mind-blown. - Figured out auth for YouTube Analytics on its own - Figured out auth for Meta (Instagram Analytics) on its own. Spent 2+ hours driving my browser to solve it - Integrated an AI layer via OpenRouter so I can talk to my data - Built a comment response engine with suggested replies using Apple Intelligence (local models) Will share the full app once it's done. But boss, it's a definite bye-bye to Claude Code from my end. Also, hasn't hit rate limits yet. Thanks to Sam resetting the limits post Codex Gen 2 launch yesterday. BTW, I've never written a single line of code in my life. So don't grill me on security. Building this as personal software to manage data across the 5M+ followers I have on IG, YT, X, LinkedIn, and my newsletter. Will share the full product once it's built. But damn, excited. Probably will make it free for people to use it once the whole thing is fleshed out!

Codex for (almost) everything. It can now use apps on your Mac, connect to more of your tools, create images, learn from previous actions, remember how you like to work, and take on ongoing and repeatable tasks.

Summary of PM Modi Speech in Lok Sabha on Women Reservation Bill and Delimitation Bill: On why 2011 census and not 2026 census for delimitation and what changed between 2023 bill and 2026 Reservation bill 1) Nari Shakti Vandan Adhiniyam, as passed in 2023, could not have been implemented without delimitation. Why? Because how can you divide seats and redraw constitutions with delimitation? Remember, both Lok Sabha and State Assembly states will need to be redrawn. 2) An exercise of delimitation takes about 1.5-2.0 years to complete. Impossible to have been completed in time for 2024 elections (bill was passed in Sep 2023), hence 2029 was mandated as the first election in which it would be implemented. 3) The census that has begun in 2026 would complete only in mid-2027. Delimitation would start only post that. Hence any delimitation that would base itself on 2026 census would again be unlikely to be completed by 2029 elections. So should women reservation again be postponed? 4) Hence, government decided to amend constitution to base delimitation basis last census data available - 2011. This data is available as of now. Hence delimitation can start as soon as bills passed - enough time, hence, to complete in time before 2029 elections. On Delimitation Bill 1) PM Modi affirmed, in all possible connotations, that THE PRESENT PROPORTION of seats allocated to each state, out of total, would be maintained. 2) The increase in seats for each state and UT, post delimitation, would also maintain the same proportion. 3) Hence, no state would lose their voice, either in overall proportion, or in how they stack up to contribute to majority of Lok Sabha seats. On Politics on Women Reservation 1) Last 25-30 years have demonstrated that those who have directly opposed Women Reservation or sabotaged it through subterfuge (like Congress) have slowly ben reduced to irrelevance in Parliament. 2) Panchayat level reservation for more than two decades, has created leadership of women at grassroots in lakhs. They are now empowered. Their rightful due can no longer be denied.