atharva
atharva
@atharvaraykar.com
i write at atharvaraykar.com i work @nilenso.com yes-anding the world.
120 followers198 following81 posts
My colleague analysed the system prompts for codex and claude and realised the reason they feel different is because of deliberate product decisions in the prompt! blog.nilenso.com/blog/2026/02...
I was hoping the OpenResponses API would be a meaningful step forward deal with the LLM API standardisation headaches, but right now the spec is really undercooked. There are lots of inconsistencies/contradictions between the reference schemas and what the specification says! www.openresponses.org
Is A2A protocol completely useless? I don't know of anyone building enterprise multi-agent communication. Why design such a thick protocol for a use case that does not yet exist in practice? a2a-protocol.org/latest/ Feels like another SOAP/CORBA etc
The problem it is solving makes sense (cross-vendor agent communication), but I don't understand why there's such a massive and detailed spec for an *anticipated* use case that hasn't properly materialised yet. Castles in the sky energy. a2a-protocol.org/latest/speci...
things I have dumped on the internet this month. How the lobsters algorithm works: atharvaraykar.com/lobsters/ 11:59 PM: atharvaraykar.com/reinforce/
I wrote a post looking into multiple SWE/coding benchmarks. Many of them measure something narrower than what their names suggests. blog.nilenso.com/blog/2025/09...
Wrote about units of work being a useful lever for getting good results from AI-assisted coding. blog.nilenso.com/blog/2025/09...
I've been poking Srihari, our most experienced engineer @nilenso.com to share his hard-earned knowledge for the benefit of others. Even if you're not an engineering leader like me, this checklist gives a lot of insight into what makes a great engineering org. blog.nilenso.com/blog/2025/09...
Why Does AI Feel So Different? An enjoyable read from my colleague, Srihari. We've been talking about why this disruption feels different from other recent technological disruptions and he captured a lot of that really well in this post. Link: blog.nilenso.com/blog/2025/08...
Several people ask me about how I'm keeping up with all the AI things and finding signal in this noisy landscape. I wrote a guide explaining this. blog.nilenso.com/blog/2025/06...
I was seeing @karpathy.bsky.social's Software 3.0 talk, as one should. Surreal to see him recommend my writing to make a point on AI-assisted coding "Is that me on TV??" moment
atharva reposted
Replying to @atharvaraykar.com
I loved it! simonwillison.net/2025/Jun/10/...
Quality, and the cutlets of enthusiasm atharvaraykar.com/quality-and-...
I have revamped my website of essays. it's now more searchable, supports commenting and also doubles as a newsletter. now back to writing again.
atharva reposted
General consensus in the replies and quotes of this seems to be that the entire concept of "AI skills" is a joke - how hard is typing text into a chatbot, really? I will continue to argue that it's genuinely difficult, and that the challenge in using these tools is widely underestimated
atharva reposted
One of our engineers wrote a thoughtful article about how public health challenges can be framed using "Systems Thinking" @atharvaraykar.com www.simple.org/blog/a-syste...
The most meaningful work I've ever done has been with the wonderful tech team who work on the simple.org app. I wrote on the Simple blog about how ideas from systems dynamics can be used to make sense of hard problems like preventing deaths from heart disease. www.simple.org/blog/a-syste...
The phrase "systemic change" is thrown around a lot, but very few understand the true depth of what systemic change looks like. Once I felt it in my bones, I couldn't help but be radically optimistic. I found a clearer framework for engaging with the world. gappa.atharvaraykar.com/atharva/i-di...
i quickly concocted a writer's block unblocker (with @tldraw.com computer) it takes an oblique strategy (from the brian eno et al card deck) and uses it to provide unhinged critique of the essay you are working on to help you break out of a rut link to program: computer.tldraw.com/t/4KoB33nFEr...
wrote a bit more about my experience of using tldraw computer: gappa.atharvaraykar.com/atharva/thou...
i figured out how to use twttr without frying my brain https://buff.ly/3DIRL7W
wrote a short note on why i approach everything with optimism tldr; - optimism is the ultimate form of ownership - cynicism is the rejection of ownership - hard to be curious when you're always cynical
in case you missed it, the current thing I'm doing with my life is making esoteric thindi hopping videos youtu.be/nZfKcNHs0SI?... #bangalore ?? #dosa ?? #idly ????
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