Jeswin Cyriac

Ex-Linkedin SRE. Building AI agents to manage your production servers and databases.

[Jeswin Cyriac @Cyriac_Jeswin]

Spent days going through video creator profiles for a DevOps Agents intro video.

Then made one with Claude Code in 2 hours.

https://t.co/9wn5uSBxwG

[Jeswin Cyriac @Cyriac_Jeswin]

Give claude code permission based access to your production infra. Checkout. https://t.co/XLMUm4neX9

[Jeswin Cyriac @Cyriac_Jeswin]

A vibecoder friend of mine got hit with a ransomware attack. Paying is pretty useless in cases like these. Here's why.

[Jeswin Cyriac @Cyriac_Jeswin]

@thdxr modal is what lovable uses.

[Jeswin Cyriac @Cyriac_Jeswin]

@jamonholmgren @DarioAmodei has mentioned 50% percent margin on inference. subscription and API combined. 50% margin after subscription tokens being 40x cheaper than the API pricing. inference costs would come down 10x a year, plus margin compression if there is enough competition

[Jeswin Cyriac @Cyriac_Jeswin]

@sama Whats the source?

[Jeswin Cyriac @Cyriac_Jeswin]

Opus in claude code have a million context window. pull in the latest update.

[Ethan Mollick @emollick]

I've had ChatGPT-5.4 Pro working away at a project I always wondered about: how lucky are you to be alive right now?

Of all the ~117B humans who ever lived, only about 1.5% had a lifestyle roughly equivalently to a middle-class person in a middle-income country today, or better.

[Jeswin Cyriac @Cyriac_Jeswin]

@CiprianiRanieri Arent you just trying to get algo points for your account

[ikka @Shahules786]

There are 3 elements to improving models:

1) Architecture
2) Compute
3) Data

No one is changing (1), (2) is actively being solved by the compute giants.

Now what’s left is (3), which has effectively become 2026’s “pickaxes in a gold rush.” Today, the choke point is fully human-created data.

We at @VibrantLabsAI believe AGI will not be achieved by human data alone, so we’re laser-focused on synthesizing as much as possible to advance models to the next frontier.

[Jeswin Cyriac @Cyriac_Jeswin]

@levelsio @levelsio how do you test what you are building ? Automate it through playright? Isnt it very buggy and unreliable?

What about the look and feel of the app? How do you run and test it?

[Jeswin Cyriac @Cyriac_Jeswin]

Zuckerberg was the messiah of open-source LLMs. And he’s almost completely disappeared for nearly a year.

[Jeswin Cyriac @Cyriac_Jeswin]

Perplexity said they dont use mcp anymore and he decided mcp is dead.

[@levelsio @levelsio]

Thank god MCP is dead

Just as useless of an idea as LLMs.txt was

It's all dumb abstractions that AI doesn't need because AI's are as smart as humans so they can just use what was already there which is APIs

[Sachin Neravath @SachinNeravath]

I just realized a full year of work I did 2 years ago
could now be done in a month with AI 😇

[Jeswin Cyriac @Cyriac_Jeswin]

@TheRealSergio91 @rauchg cost of redundancy is the blocker

[Jeswin Cyriac @Cyriac_Jeswin]

@maorshlomo @maorshlomo , Didn't you sell base44 to Wix? What keeps you so active with Base44 even now?

[Jeswin Cyriac @Cyriac_Jeswin]

@thdxr Hardware availability issue, or big-company bureaucracy?

[Jeswin Cyriac @Cyriac_Jeswin]

@naval Yes.

AI will drain moats built through years of engineering effort. Adobe, AutoCAD, Tableau, Jira ....

But network moats like WhatsApp, YouTube, GitHub, Uber, Amazon, Airbnb, Reddit .... AI alone is not enough here.

[Jeswin Cyriac @Cyriac_Jeswin]

@karpathy @nummanali The closest I have seen for claude-code is https://t.co/I36RA5NN4j