Aarav

21 // AI engineer // I turn "can you build this?" into things that actually run in production.

[Aarav @byaarav]

AI project advice usually has no audit trail.

It says:
“use Supabase”
“add Docker”
“rewrite the structure”
“looks good to ship”

without showing enough evidence.

So I built a SKILL.md that forces AI project advice to come with receipts.

Before building, halfway through, or before shipping, it pushes the agent to check:
- repo evidence
- comparable real projects
- cost reality
- tradeoffs
- migration risk
- when the recommendation becomes wrong

Repo:
https://t.co/s5FKXEDTPK

If this feels useful, a star helps more people find it.

[Aarav @byaarav]

“Men used to go to war”

Sweetheart I’ve been deployed in claudecodeistan and codexistan for the past 10 months tf you mean.

[Aarav @byaarav]

@techy_simi Interesting

[Aarav @byaarav]

@vivoplt Fr

[Aarav @byaarav]

4,500 deploys/day is the shiny number.

73% AI-assisted PRs is the scary one.

The real lesson is not "use more AI."

It is: your org needs better review, ownership, CI, and rollback paths.

AI coding works when the system can verify it.

What would you copy first?

[ClaudeDevs @ClaudeDevs]

Boris sat down with Spotify VP of Engineering Niklas Gustavsson.

Spotify ships 4,500 production deploys a day, and 73% of PRs are now AI-assisted.

[Aarav @byaarav]

@notjazii bro i wanna play

[Aarav @byaarav]

@theCTO @AnthropicAI @OpenAI OpenAI wins in the long run

[Aarav @byaarav]

AI SEO is turning into ops, not content.

CrowdReply's MCP does more than ask
"am I visible in ChatGPT?"

It exposes citations, prompt gaps, Reddit threads, and guarded write actions.

Useful? yes.
A little uncomfortable? also yes.

Would you trust that workflow?

[CrowdReply @Crowdreply_io]

Today we're introducing the CrowdReply MCP.

The first ever MCP that analyzes and ranks your website in AI search.

Simply talk to it and it'll find where you're missing, then goes in and handles the implementation.

[Aarav @byaarav]

@thsottiaux so tomorrow's the release?

[Aarav @byaarav]

@DanielWhit21874 yooo that's so cool i'll be waiting

[Aarav @byaarav]

@Biemjo sounds interesting

[Aarav @byaarav]

Fable 5 coming back with coding fallbacks is the most developer thing ever.

available globally, except for the part everyone wanted.

[Aarav @byaarav]

@dhruvtwt_ @gitlawb makes sense , thanks

[Aarav @byaarav]

@Nishanttt05 rust

[Aarav @byaarav]

The Empire State couple understood distribution better than 90% of AI startups.

[Aarav @byaarav]

@Itstheanurag max tennyson ka hai ye

[Aarav @byaarav]

@whtraashi

[Aarav @byaarav]

@sattyyouneed use codex

[Aarav @byaarav]

@Itstheanurag Dopeher mei carb-maxxing karungaa

[Aarav @byaarav]

Healthy
but doesn’t beat dal chawal.