vrajesh

SDE-2 @saleshandy | Prev. ML Engineer @capgemini | I orbit music n stars at night

[vrajesh @vrajesh_b15]

spent a good chunk of time building Sage - @saleshandy 's lead finder Assistant.

But the real fun was MCP side of it.
I wired the whole lead-gen flow into our MCP server. So now any client that speaks MCP - Claude, ChatGPT, take your pick, can just run it.

You just tell it who you're after, and it takes it from there:
describe your ICP → finds the leads → reveals the contact info you need → pulls up your sequences & steps → you pick where → drops them right in

All of it as one conversation, no app-switching, no CSVs, nothing manual in between. Whatever you start in an MCP client flows right into your lead finder, so you can pick it back up in the app too.

The fun part was getting all these pieces to chain cleanly, so the agent can reason over them and just do the whole thing end to end. You talk, it executes.

Watching an external client pick this up and walk through a whole prospecting flow with me felt slightly unreal honestly!!

a small demo video of it in action below:

[vrajesh @vrajesh_b15]

man i have so much respect for people who obsess over the details

https://t.co/Fy202Ia1cg

[vrajesh @vrajesh_b15]

@Shubhampn2000 cool stufff!!!

[vrajesh @vrajesh_b15]

btw, the boy who used to ask mercedes engineers for help w his maths homework just became a world champion

[vrajesh @vrajesh_b15]

avg day in the rust ecosystem

[vrajesh @vrajesh_b15]

Nobel week is one of my fav times of the year

Dr. Karl Deisseroth’s video w his family was so wholesome, but there was more to it for me as it made me revisit my own research from 2.5 years ago n think about where I can take it next

honestly that’s what I love about this week, we all get pulled out of our routine for a bit n read about stuff we’d never come across otherwise, n it feels like being a kid again, excited about things you don’t fully understand yet

here’s the old paper btw:
https://t.co/0jQCfZfwjk

[vrajesh @vrajesh_b15]

yeah, I've barely touched Fable since launch, n my work hasn't suffered for it.

But I think the question runs deeper than model fatigue. With every release, my feed fills up with people racing to build the flashiest demo, iterating until it looks impressive enough to post. I just hope we start pausing to consider the compute and energy behind all of this, n the growing pile of purposeless projects quietly left sitting on the cloud.

Perhaps "responsible AI" isn't only about how we build these systems, but also about being deliberate about what we choose to build with them in the first place

[Emil Kowalski @emilkowalski]

I’ve reached a point where I’m like not excited about new models. There are too many releases, too many people overhype those releases, and it feels like marginal gains.

I feel like the models from the last few months are good enough for my coding needs at least.

[vrajesh @vrajesh_b15]

@piyushnp whoa!!

[vrajesh @vrajesh_b15]

i miss Turbo C

[vrajesh @vrajesh_b15]

well, after 2 days of testing n experimenting with JEV, it’s finally in one of my workflows

the experience also taught me to take some of those “JEV IS INSANE” posts on X n YouTube with a tiny grain of salt, those guys are definitely living in a very different reality lmao

[vrajesh @vrajesh_b15]

again had one of those days where i worked across 6 repos, reviewed changes, made fixes, tested n all of them made it to production

most of that work had obviously been in progress for months, but being able to take that much across the finish line in a single day with AI in the loop feels kinda insane

m absolutely exhausted now but yeah we moveee

[vrajesh @vrajesh_b15]

@kegashin 😂😂

[vrajesh @vrajesh_b15]

ending The Odyssey on a Ludwig Göransson + James Blake + Travis Scott track…whoever made that call cooked, i mean what a composition to end on

[vrajesh @vrajesh_b15]

@sxhivs hey I just tried it n love the concept!! Is it a one time purchase with future updates included, or just the current version??

[vrajesh @vrajesh_b15]

++

[⚪️ sierra catalina @sierracatalina]

music
is my drug of choice.

[vrajesh @vrajesh_b15]

spain were too good but heart’s heavy for messi man!!

[vrajesh @vrajesh_b15]

everything hallelujah, this world cup hallelujah 🤍

[vrajesh @vrajesh_b15]

we submitted our Claude plugin a couple months back n it read "Published" after review - but almost 2 months on, still nothing on the marketplace, even though it's supposed to sync nightly @ClaudeDevs

saw a few others report this, but didn't think ours would sit this long, anyone actually gotten theirs live in the same window??

[vrajesh @vrajesh_b15]

@mernit not me laughing at the first post i open today lol

[vrajesh @vrajesh_b15]

@immasiddx sorry i use wands

[vrajesh @vrajesh_b15]

@MatthewBerman ++