Jatin Sharma

Senior Software Design Engineer · Building install AI agents, skills & MCP servers in one command · React, TypeScript, Node.js · Open to SDE roles

[Jatin Sharma @jatinsj710]

12,000 starlings, each watching only its 7 nearest neighbours. No leader, and you still get a murmuration.

Built in the browser: plain JavaScript, no libraries, no build step. Plus colliding galaxies on the GPU and a fluid you paint with light.

Try it: https://t.co/d0AVlqnP2X

[Jatin Sharma @jatinsj710]

@Saboo_Shubham_ is the switch rule-based, like planning on one model and edits on the other, or does the orchestrator decide as it goes?

[Jatin Sharma @jatinsj710]

@yongfook a few tweaks a day is the smart part, change everything at once and you never find out which one moved it. which one did you start with?

[Jatin Sharma @jatinsj710]

@akshay_pachaar 2 epochs instead of 25 on an algorithm this old is a fun one. does it still need a k-means++ style init, or does that part change too?

[Jatin Sharma @jatinsj710]

@_avichawla same weights run twice saves memory, but each loop still costs compute. does the 4B looped one end up about as slow per token as the 9B it's matching?

[Jatin Sharma @jatinsj710]

@omarsar0 the most similar memory is usually just a recap of where the agent already is ha. what do they score memories by instead, whether it changed the next action in earlier runs?

[Jatin Sharma @jatinsj710]

@addyosmani themes being mods underneath is a nice call, one system instead of two. can the backdrop react to the session itself, like shift when a tool call fails or a long task finishes?

[Jatin Sharma @jatinsj710]

https://t.co/GEGuRtMefu

[Jatin Sharma @jatinsj710]

Tasking's /api/health still answers {"status":"Jenkins5"}.

Wiring GitHub webhook → Jenkins → Docker, I couldn't tell if a push had really deployed. So I bumped one string and curled it.

OK, Jenkins1, 2, 3, 4, 5 over three days in January. It never went back to OK.

[Jatin Sharma @jatinsj710]

https://t.co/1VtHxK5yQf

[Jatin Sharma @jatinsj710]

One of aidevkit's tests hands the installer a skill with a file named ../../../.ssh/authorized_keys.

The hub rejects .. paths at publish. The CLI checks again before it writes anything, in case the registry itself gets hacked.

I don't fully trust my own server either.

[Jatin Sharma @jatinsj710]

@kentcdodds worth the wait imo. aidevkit scans skills and MCP servers at publish and again at install, and even a plain regex pass flagged 13 Copilot skills for things like curl | bash. curious what npm's scan looks at

[Jatin Sharma @jatinsj710]

@tom_doerr verification getting its own module is a good sign. does it cover checking an agent's work without a human reading every diff?

[Jatin Sharma @jatinsj710]

@ericzakariasson linking the pages it used is the bit I'd trust most. what does it do when the docs don't cover the question, say so or fill the gap?

[Jatin Sharma @jatinsj710]

@arpit_bhayani the bottleneck moves from writing the spec to reviewing it then. do you think spec review will get taught the way code review is?

[Jatin Sharma @jatinsj710]

@zeeg the actually _recurring_ part is doing a lot of work in that sentence ha. was Sentry's revenue sticky from the start, or did that take a while too?

[Jatin Sharma @jatinsj710]

@wesbos the speed is what makes the voice part work. are the WebMCP tools registered by the page itself, so the agent only sees what the builder chose to expose?

[Jatin Sharma @jatinsj710]

@hwchase17 framework-agnostic is the part I'm curious about. does LangSmith trace a Claude Code or Codex session the same way, or only agents you build on your own stack?

[Jatin Sharma @jatinsj710]

@GergelyOrosz so rolling back wasn't even on the table. was that because the migration had already written data the old Exchange side couldn't read anymore?

[Jatin Sharma @jatinsj710]

@wesbos same. the demos i trust are a screen recording of the real thing running, boring parts included. the cinematic ones always cut right before it breaks

[Jatin Sharma @jatinsj710]

@Hiteshdotcom sahi baat. typing sasti ho gayi hai, par kya banana hai aur kyun, wo abhi bhi khud hi sochna padta hai