The ultimate goal is getting paid to be yourself. To solve problems you can't help but solve. To study what you can't pull yourself away from. To eliminate any work that does not challenge you creatively.
@levie One counterintuitive point is that this is not a one-time AI transformation project. Requires continuous calibration on both incorporating the suite of models and adoption + change management.
On this auspicious day of Ashada Ekadashi, I am very happy to announce the launch of my humble attempt to make history interesting.
https://t.co/SGfD2ebBpO
The idea is actually very very simple
You go to the site, select a year, and It will show you who ruled which part of India at that point in time.
Recommended reading.
(bookmark it)
Pay attention to the prices and what a combination of models can unlock for you.
You don't need the absolute best model for everything.
I am not that impressed with the Rust SQLite replica. A totally new and improved SQLite (or something more creative and new) could be a more interesting test.
Takeaways:
- Use a frontier model for decomposition, architecture, key design choices, and trade-offs.
- Have cheaper, faster workers execute well-defined, narrow implementation tasks.
- Do not have planners implement or workers make broad design decisions.
Use a swarm or harness with a recursive task tree: planners break the original spec into subtrees, delegate them, and workers operate at the leaves. Cursor argues this helps mostly because each agent has a constrained context, rather than simply because many agents run in parallel. Pay extra attention to biases and failures that might emerge from poor/inefficient agent coordination.
I think the real tsunami for India job market will likely hit by mid 2027.
Better to lean into AI transformation (read self-transformation) before forced upon externally, which might be chaotic and disruptive to say the least.
Akshayakalpa has 13 years of data showing that simply introducing bee boxes increases the average coconut yield per farm by 20%. It’s such a massive win-win that they’ve now integrated 7,500 bee boxes across all their farms.
Shashi from @akshayakalpa recently brought over two bee boxes for my home to get us started with beekeeping. In this clip (full video in comments), he walks through how incredibly simple it is to set up a bee home, even in smaller or semi-urban spaces.
The bigger takeaway here is about how we view sustainability. We often look for grand, complex technological solutions to environmental issues. But the reality is that our survival is deeply tied to basic, interconnected ecosystems.
Without pollinators, our food systems collapse; roughly a third of what we eat depends entirely on them. Taking care of them isn't just a good deed; it's an absolute necessity for our own survival. And I think education is the key, which maybe the bee boxes in urban spaces can do.
Can’t be prouder of everything that the Akshayakalpa team is doing for improving the quality of life of farmers, their economics, their cows, and everything else.