Hacker News: netvarun

New comment by netvarun in "A digestion of the Jacobian conjecture counterexample"

netvarun — Wed, 22 Jul 2026 00:30:03 +0000

https://news.ycombinator.com/item?id=48986943

New comment by netvarun in "Codex scraped the ICM website and discovered 2026 Fields Medal winner list"

netvarun — Tue, 14 Jul 2026 13:30:40 +0000

First of all congrats to the winners.

Second, fitting that codex enters the picture.

The last time the fields medals were announced llms were still very nascent :)

And I am convinced this is the last time pure human fields medalists will be announced.

The next batch’s winners are all going to have llms as coauthors.

New comment by netvarun in "Show HN: I RL-trained an agent that trains models with RL (for –$1.3k)"

netvarun — Tue, 14 Jul 2026 13:26:53 +0000

“The Anthropic team for their incredible coding models (Fable-5 wrote every line of code in this project), and the Claude Code harness.” Source: the repo

New comment by netvarun in "NumClass – a Python CLI classifying integers into 200 number-theory properties"

netvarun — Tue, 17 Mar 2026 20:47:30 +0000

This is an amazing project - thank you for building/sharing it!

New comment by netvarun in "Detecting and countering misuse of AI"

netvarun — Tue, 02 Sep 2025 00:44:15 +0000

Shameless plug: We're building this. Our goal is to provide AI pentesting agents that run continuously, because the reality is that companies (eg: those doing SOC 2) typically get a point-in-time pentest once a year while furiously shipping code via Cursor/Claude Code and changing infrastructure daily.

I like how Terence Tao framed this [0]: blue teams (builders aka 'vibe-coders') and red teams (attackers) are dual to each other. AI is often better suited for the red team role, critiquing, probing, and surfacing weaknesses, rather than just generating code (In this case, I feel hallucinations are more of a feature than a bug).

We have an early version and are looking for companies to try it out. If you'd like to chat, I'm at varun@keygraph.io.

[0] https://mathstodon.xyz/@tao/114915606467203078

New comment by netvarun in "Ask HN: Why hasn't x86 caught up with Apple M series?"

netvarun — Mon, 25 Aug 2025 21:52:51 +0000

s/x84/x86/

New comment by netvarun in "Launch HN: Channel3 (YC S25) – A database of every product on the internet"

netvarun — Thu, 21 Aug 2025 05:52:20 +0000

Hey Shawn!

New comment by netvarun in "Launch HN: Channel3 (YC S25) – A database of every product on the internet"

netvarun — Thu, 21 Aug 2025 05:52:09 +0000

Hi - we should chat :)

New comment by netvarun in "Find Your People"

netvarun — Fri, 23 May 2025 19:12:48 +0000

I think they refer to: IB - investment banking PE - private equity HF - hedge funds or High Frequency trading (?)

New comment by netvarun in "OpenAI to buy AI startup from Jony Ive"

netvarun — Wed, 21 May 2025 18:07:21 +0000

Tangent: Did Windsurf actually get acquired by OpenAI? I would have imagined some sort of announcement from OpenAI at the very least? Bloomberg was the one to break that news too, but haven't seen any follow up.

New comment by netvarun in "Databricks and Neon"

netvarun — Wed, 14 May 2025 13:19:07 +0000

Does anyone have insight into Neon's financials - specifically their revenue, COGS, and gross margins? I'm trying to understand what made Databricks value them at $1B. Was it strong unit economics, rapid growth, or mostly strategic/tech value?

New comment by netvarun in "Canadian math prodigy allegedly stole $65M in crypto"

netvarun — Tue, 15 Apr 2025 20:25:07 +0000

https://archive.is/kVsvc

New comment by netvarun in "The Pain That Is GitHub Actions"

netvarun — Thu, 20 Mar 2025 05:24:31 +0000

Dagger (https://dagger.io) recently seems to have reinvented/rebranded itself as some llm agent platform.

New comment by netvarun in "Popular GitHub Action tj-actions/changed-files is compromised"

netvarun — Sat, 15 Mar 2025 02:18:37 +0000

@dang: The original URL (from Step Security, the company that discovered this flaw) is a better source for this:

https://www.stepsecurity.io/blog/harden-runner-detection-tj-...

New comment by netvarun in "A Second Search for Bash Scripting Alternatives"

netvarun — Thu, 21 Nov 2024 03:32:28 +0000

Agree - that’s what we use too.

New comment by netvarun in "Show HN: Retry a command with exponential backoff and jitter (+ Starlark exprs)"

netvarun — Wed, 20 Nov 2024 23:02:57 +0000

Wow that had been quite a journey - thanks for the detailed response. We’ve been using cel internally in a golang codebase and been pretty happy with it. I’ve only know about starlark in the Bazel context - I’ve learned a couple of things from your post. Thanks :)

New comment by netvarun in "Show HN: Retry a command with exponential backoff and jitter (+ Starlark exprs)"

netvarun — Wed, 20 Nov 2024 17:26:09 +0000

This looks cool - will give it a try (hah!) Curious on why you picked starlark instead of cel for the conditional scripting part?

New comment by netvarun in "OpenAI Acquires Rockset"

netvarun — Fri, 21 Jun 2024 16:42:19 +0000

Congrats to the team. IIRC their CTO was the creator of RocksDB.

New comment by netvarun in "Show HN: Primeval Numbers"

netvarun — Fri, 21 Jun 2024 07:02:36 +0000

Very slick interface and implementation! This is why I love coming to HN!

New comment by netvarun in "Show HN: Restate – Low-latency durable workflows for JavaScript/Java, in Rust"

netvarun — Wed, 12 Jun 2024 18:06:03 +0000

Thanks for the detailed answer - please turn it into a blog post! Excited to see competition and different architectural approaches to tackle durable execution. Wishing you all the very best!