Ayush Gupta

Building Agentic World | GSoC'25 @Kubeflow | BITS'27 | Cloud Backend | | side:

[Ayush Gupta @madmecodes]

GSoC, completed, 1month extra.

Time was increased as my mentor insisted to keep buffer time, safety...

but yeah that doesn't mean more work, it was still the same...

[Ayush Gupta @madmecodes]

@distroinfinity will do

[Ayush Gupta @madmecodes]

Taking claude as a metric, maybe we can track employees too.

How much and what time they were working, great fun exp @distroinfinity 👏

PS: Yeah burn token not necessarily mean quality but still a good metric to have a check on

[Ayush Gupta @madmecodes]

woo

[Ayush Gupta @madmecodes]

why workflow is in rainbow?? is it a keyword or something?

[Ayush Gupta @madmecodes]

@chayprabs @AdityaThakurGG @claudeai arey its max plan, also given via startup, not me; subscriptions are way subsidised

[Ayush Gupta @madmecodes]

@byteHumi relatable, happened in april with me

[Ayush Gupta @madmecodes]

@chayprabs @AdityaThakurGG @claudeai that is also from my laptop, is more definately becoz some claude are in server...

but how are the top one hitting $7k 😭 i wonder how many sessions

[Ayush Gupta @madmecodes]

@Pushkarm029 ohh never used it, lmme try

[Ayush Gupta @madmecodes]

@MONSTER13LIAR @LAYS 😂😂

[MONSTER LIAR @MONSTER13LIAR]

Created this for my brother and still got left over @LAYS chips :(

[ajay yadav @BetterSayAJ]

have already talked about this before but remember when George Box's said "All models are wrong, but some are useful."

the current AI conversation still treats the model as the product. historically, the most valuable breakthroughs weren't the component itself but the systems built around it you know, like:

- Unix around processors
- Databases around storage
- Browsers around the internet

bullish on everyone learning more about agent harnesses they are very fast becoming that layer for LLMs.

[Aditya Thakur @AdityaThakurGG]

$6,932 burned on Claude Code in the last 30 days 🔥
rank #2 · ☄ NETHERITE tier ⚔️

@claudeai devs — check your rank now: https://t.co/FUw6ucGcne

[Ayush Gupta @madmecodes]

claude still lacks taste.

[Ayush Gupta @madmecodes]

Day 2/180: Today I explored OpenAI Agents SDK.

One thing I realized:
The SDK doesn't make your agent smarter.
The model already provides the intelligence.

What the SDK gives you is the infrastructure around it:
* Tool calling
* Agent loops
* Handoffs
* Structured outputs
* State management

In short:
Same intelligence.
Less boilerplate.

#AIAgents #AgenticAI #OpenAI #OpenAIAgentsSDK #LLM #AIEngineering #GenAI #SoftwareEngineering

[Ayush Gupta @madmecodes]

@Vishal_74_ I will, isnt that good?

[Ayush Gupta @madmecodes]

Langchain is not bad.

[Ayush Gupta @madmecodes]

@tuktuukk agree

[Ayush Gupta @madmecodes]

@RshntAsh Taste is the real moat. 🎨🔥

[Rushant Ashtputre @RshntAsh]

Every AI founder in SF is looking for cracked engineers..

But we want a designer. Because your engineer cannot save a brand that looks like it was prompted.

If you've worked on something good, you already know every AI startup in 2026 looks the same. Same AI slop. Same gradient. Same tilted dashboard mockup at 12 degrees. Absolute trash!

We refuse to be the 400th one.

We're a stealth AI startup in SF building for the agent-economy.BITSian founding team and a second time founder. We're hiring a Graphic Design + Video Editing Intern.

If you're an IITian or a BITSian, you're assured an interview. No formalities. DM me.

If your resume doesn't have a name on it that does the talking, you're equally welcome. You just get to prove it the way the best people always have. DM me three pieces of work you'd defend in a room. If you have to ask whether you're good enough, you're not the person.
If you know you are, you already know what to do.

The seat:
Own the visual identity from zero. Every frame, every pixel that hundreds of thousands of people will see in the next six months.

If you're great, you're in by next week.

[Ayush Gupta @madmecodes]

@abhayytwt exactly