Ishika ✧

Computer Science student | Technical Intern at Heva AI
Learning software engineering and practical AI

[Ishika ✧ @ishikawcode]

A multi-step AI workflow can fail at several points: model response, tool call, or the handoff between them.

Make clear what completed, what didn’t, and whether retrying could repeat an action.

[Ishika ✧ @ishikawcode]

@ddynmcs the glow effect is everything!

[Ishika ✧ @ishikawcode]

@nini_webdev 6!

[Ishika ✧ @ishikawcode]

@zzzzshawn your environmental layout looks like it belongs in a high end concept art book

[Ishika ✧ @ishikawcode]

“Something went wrong” isn’t a recovery path.
A useful error says what failed, whether the action happened, and what the user can safely try next.

[Ishika ✧ @ishikawcode]

@RyanEls4 just for the degree

[Ishika ✧ @ishikawcode]

@uffyebanda instagram

[Ishika ✧ @ishikawcode]

@ink_kingsley perfect

[Ishika ✧ @ishikawcode]

@Denche2005 High-dexterity physical services or craftsmanship

[Ishika ✧ @ishikawcode]

@xPraveen07 long-term software support

[Ishika ✧ @ishikawcode]

@FinnoTaylor how do you even make these. they're so coolll!!

[Ishika ✧ @ishikawcode]

@stackedlol this is so coolll frrr

[Ishika ✧ @ishikawcode]

A modal can look polished and still be difficult to use with a keyboard.
When it opens, focus should move into it; when it closes, focus should return to the control that opened it.

[Ishika ✧ @ishikawcode]

A polished AI answer doesn’t prove the workflow worked.

Test the outcome: did the right action happen? What happened when information was missing or a tool failed?

Fluency is visible. Reliability needs testing.

[Ishika ✧ @ishikawcode]

@buildwithsid aww, all of them look so adorable!!

[Ishika ✧ @ishikawcode]

@nush_1320 not at all

[Ishika ✧ @ishikawcode]

@xPraveen07 coding with music

[Ishika ✧ @ishikawcode]

@KasliesSharma letting go peace

[Ishika ✧ @ishikawcode]

@creativestefan ate and left no crumbs

[Ishika ✧ @ishikawcode]

@elijs_dev cousin of json???🥀🥀