amyth

23 | building.

[amyth @amythhh]

i'm amyth, 22, from ahmedabad.
day: ai engineer.
night: building https://t.co/KMz0FQtDlI.
went quiet on here for a year. back to post everything i learn shipping ai products from india.
say hi 👋

[amyth @amythhh]

nvidia collapsing after a 2nd affair would be the 9/11 of the ai economy

one company holds up the whole thing
and it might come down over the ceo's personal life

[amyth @amythhh]

@cyrilXBT does the critic catch real bugs or just nitpick variable names?

[amyth @amythhh]

@shantanugoel is cursor even pulling its weight next to claude max?

[amyth @amythhh]

@giadotai a vague tweet from sam and a usage reset, same shit every time

[amyth @amythhh]

the sneakiest one: claude.md said "every sdk goes through src/providers". my own .claude/rules file said kms lives in shared/crypto.

two instruction files, contradicting each other. the agent has to pick one.

if you have rules files, audit those too.

[amyth @amythhh]

my claude.md was 445 lines.

had claude check it against the actual repo. 5 claims were wrong:
- "node 20" (repo is on 24)
- "razorpay" (we moved to dodo)
- a rule citing migrations that no longer exist

agents trust that file over your code.

it's 75 lines now. prompt below

[amyth @amythhh]

what went stale fastest:
- versions
- counts ("docs/ has exactly 11 files", it had 12)
- citations to specific files

the rules were still right. the evidence they pointed to was dead.

write the rule in claude.md. let the code be the evidence.

[amyth @amythhh]

demos sell models. your repo decides.

[amyth @amythhh]

everyone's testing fable 5.2 with one-shot demos.

that tells you nothing about your codebase.

my 30 min test before switching from opus 5.5:

[amyth @amythhh]

1. revert a bug you fixed last week. give both models the exact same prompt

2. one refactor that touches 5+ files

3. one task where claude.md is outdated. does it trust the doc or the code?

4. score each: did it run tests, files touched, cost, how many times you corrected it

[amyth @amythhh]

@trikcode what would it need to do for you to call it agi?

[amyth @amythhh]

@omarvvvr make it run the tests before you even open the diff. then you only read what actually changed logic

[amyth @amythhh]

@harisahmad59 congrats bruv

[amyth @amythhh]

@0xReso you tell me

[amyth @amythhh]

@superalesha lowkey the boring upgrades matter more now.

fewer retries > cooler demos

[amyth @amythhh]

@icanvardar godaddy would go bankrupt in a week

[amyth @amythhh]

@PreferlyAI makes sense. did claudebot and perplexitybot get blocked as much as gptbot?

[amyth @amythhh]

trustmrr got 1.23M ai bot requests in 30 days, 606K of them from openai alone

if you’re building anything, ai crawlers are already a big chunk of your traffic. aeo is not optional anymore

[amyth @amythhh]

@makemake_kbo every repo named like harmless-helper-final 💀

[amyth @amythhh]

@Jtyles she’s gonna jailbreak it within a week lmao