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klntskyon Ask HN: Who wants to be hired? (May 2026)

  Location: Georgia
  Remote: Yes
  Willing to relocate: Yes
  Technologies: TypeScript, LLMs, Rust, Haskell, Python (ML), web stack, linux, web3 (EVM). Always excited to learn something new
  Résumé/CV: https://klntsky.dev/klntsky-cv.pdf
  Email: my username at google mail

I build systems end to end, can lead your team or help with achieving a specific short term objective. I am good at translating requirements into architecture, avoiding unnecessary costs, and helping people discover their strengths under supervision. I can also teach you stuff

klntskyon Show HN: Stage – Putting humans back in control of code review

> This is mostly solved just by writing proper commit messages

This argument reminds me of the HN Dropbox announcement top comment:

https://news.ycombinator.com/item?id=9224

klntskyon Bouncer: Block "crypto", "rage politics", and more from your X feed using AI

It should also click "see less often" on every detected bait post. Heals the algo really well if you do that persistently

klntskyon Ask HN: Who wants to be hired? (April 2026)

  Location: Georgia
  Remote: Yes
  Willing to relocate: Yes
  Technologies: TypeScript, LLMs, Rust, Haskell, web stack, web3 (EVM)
  Résumé/CV: https://klntsky.dev/klntsky-cv.pdf
  Email: username at google mail

Looking for clients who need a technical leader SWE to bring their project to success.

I am good at simplifying things conceptually, translating requirements into structure, and enabling people under my supervision to develop their strengths.

klntskyon Show HN: Gemini can now natively embed video, so I built sub-second video search

why not skip the text conversion? is it usable at all?

klntskyon Mozilla to launch free built-in VPN in upcoming Firefox 149

Why are they trying to sell a VPN in the countries where users barely need it?

klntskyon The dead Internet is not a theory anymore

It was too early. It even executed its crypto airdrop YEARS before it became a common form of distribution in web3

klntskyon Ask HN: Who wants to be hired? (March 2026)

  Location: Tbilisi/Georgia
  Remote: Yes
  Willing to relocate: Yes
  Technologies: LLMs, TypeScript, Rust, Haskell, PureScript, EVM tooling
  Résumé/CV: https://klntsky.dev/klntsky-cv.pdf
  Email: my username at google's mail service

I'm mainly interested in solving problems around LLM/AI automation, FP, and DeFi.

klntskyon Show HN: Respectify – A comment moderator that teaches people to argue better

How do you score toxicity? Do you have a list of criteria or just let the LLM hallucinate a number out of thin air?

klntskyon Ask HN: Who wants to be hired? (January 2026)

  Location: Tbilisi/Georgia
  Remote: Yes
  Willing to relocate: Yes
  Technologies: TypeScript, Rust, Haskell, PureScript, LLMs, EVM tooling
  Résumé/CV: https://klntsky.dev/klntsky-cv.pdf
  Email: my username at google's mail service

I'm mainly interested in LLM/AI automation, FP, and DeFi.

klntskyon Has the cost of building software dropped 90%?

People vibe one-off solutions for themselves all the time. They just don't have the desire to productionalize them. Frankly, product knowledge is something LLMs are not that good at

klntskyon Leak confirms OpenAI is preparing ads on ChatGPT for public roll out

Opensource LLMs are absolutely not on par with gpt-5 for any agentic workflows

klntskyon Ask HN: What Are You Working On? (Nov 2025)

the 'start trial' button does not work.

klntskyon Ask HN: What Are You Working On? (Nov 2025)

autofilled details are terribly wrong. even the name is that of another product

klntskyon Ask HN: What Are You Working On? (Nov 2025)

You should probably make a version that is usable as an email filter plugin for mail servers

klntskyon Ask HN: What Are You Working On? (Nov 2025)

search is a must here

klntskyon Ask HN: What Are You Working On? (Nov 2025)

Hey, how can I contact you privately?

klntskyon Ask HN: What Are You Working On? (Nov 2025)

https://tool2agent.org/ - guardrails for your AI agent implemented via tool call feedback

https://osint.moe/ - LLM-based app to build research graphs based on goal-directed web search

klntskyon Tool2Agent – a protocol for LLM tool feedback workflows

This is a set of conventions and types that streamline some approaches I came up with while building LLM workflows.

LLM tool feedback systems are under-developed, and the reason for that is the lack of well defined interfaces.

tool2agent is a concrete set of such interfaces to build on top of.

Right now, AI SDK bindings are available.

If you are an LLM workflow developer, take a look at this example of a conversational chatbot:

https://github.com/tool2agent/tool2agent/blob/4cf340f77aa92e...

Here's a more detailed writeup: https://x.com/klntsky/status/1986816754241487251

klntskyon A startup’s quest to store electricity in the ocean

> Sizable’s reservoirs could connect to any grid that’s near waters that are at least 500 meters (1,640 feet) deep.

How many big cities are there on earth with that depth available nearby?

klntskyon Hypothesis: Property-Based Testing for Python

It seems to only implement a half of QuickCheck idea, because there is no counterexample shrinking. Good effort though! I wonder how hard would it be to derive generators for any custom types in python - probably not too hard, because types are just values

klntskyon Ask HN: Who wants to be hired? (November 2025)

  Location: Tbilisi/Georgia
  Remote: Yes
  Willing to relocate: Yes
  Technologies: TypeScript, Rust, Haskell, PureScript, LLMs, EVM tooling
  Résumé/CV: https://klntsky.dev/klntsky-cv.pdf
  Email: my username at google's mail service

I'm mainly interested in LLM/AI automation, FP, and DeFi.

klntskyon URLs are state containers

I wish there was a way to have undo/redo like when using pushState, but without polluting history. There is no separate "serializable state" API that is not tied to a URL. I could use LocalStorage, but I want to have multiple states in different tabs, persistent across reloads. Maybe storing "tab IDs" in URLs and state in LocalStorage is a good idea.

klntskyon AI scrapers request commented scripts

> A reservation of rights for works accessible online is only effective if it is in machine-readable form.

What if MY machine can't read it though?

klntskyon A stateful browser agent using self-healing DOM maps

Can you share what a page map looks like (on the data type level)?

klntskyon A stateful browser agent using self-healing DOM maps

I vibed something like this for markdown extraction just a week ago: https://github.com/promptware/readweb

Opensourced it just now.

More specifically, it works like this:

  suggestPreset: HTML -> Preset (via LLM)
  applyPreset: HTML + Preset -> Markdown (programmatically)

Where preset is:

  type Preset = {
    // anchors to make this preset more fragile on purpose.
    // Elements that identify website engine layout go here.
    preset_match_detectors: CSSSelector[];
    // main content extractors
    main_content_selectors: CSSSelector[];
    // filter selectors to trim the main content.
    // banners, subscription forms, sponsor content, etc.
    main_content_filters: CSSSelector[];
  };

suggestPreset uses a feedback loop that enhances + applies preset until the markdown is really clean

klntskyon JSON River – Parse JSON incrementally as it streams in

Nice. You should pair it with Immer + React for a nice UI demo. This will hype hard if the value is properly demonstrated.

klntskyon Ask HN: What are you working on? (October 2025)

https://osint.moe/

A LLM‑powered OSINT helper app that lets you build an interactive research graph. People, organizations, websites, locations, and other entities are captured as nodes, and evidence is represented as relationships between them.

Usually assistants like ChatGPT Deep Research or Perplexity are focused on fully automatic question answering, and this app lets you guide the search process interactively, while retaining knowledge in the graph.

The plan is to integrate it with multiple OSINT-related APIs, scrapers, etc

klntskyon Friend.com's encryption is just plaintext

Turns out the real friend was the one who read it along the way

klntskyon Ask HN: Who wants to be hired? (October 2025)

  Location: Tbilisi/Georgia
  Remote: Yes
  Willing to relocate: Yes
  Technologies: TypeScript, Rust, Haskell, PureScript, LLMs, EVM tooling
  Résumé/CV: https://klntsky.dev/klntsky-cv.pdf
  Email: my username at google's mail service

I'm mainly interested in LLM/AI automation (especially chatbots), FP, and DeFi.