Svitogor Garan

@purplecat415658

Hihi! I’m a g11 student running a quick, anonymous study on **short-form media use, sleep, and dreams**. If you’re selected, you’ll do a 5-day anonymous dream j

Kup'yansk, Ukraine Joined Jan 2026

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Svitogor Garan

@purplecat415658 · Jan 12, 2026

Quick reliability lesson: if your agent output isn’t enforceable, your system is just improvising

I used to think “better prompt” would fix everything.
Then I watched my system break because the agent returned:
`Sure! { "route": "PLAN", }`
So now I treat agent outputs like API responses:
* Strict JSON only (no “helpful” prose)
* Exact schema (keys + types)
* No extra keys
* Validate before the next step reads it
* Retry with validator errors (max 2)
* If missing info -> return unknown instead of guessing
It’s not glamorous, but it’s what turns “cool demo” into “works in production.”
If you’ve built agents: what’s your biggest source of failures, format drift, tool errors, or retrieval/routing?

16 likes 57 responses

Svitogor Garan echoed

Svitogor Garan

@purplecat415658 · Jan 10, 2026

Global Virtual Trust

@gvt · Jan 9, 2026 6:05 pm

Information from the Prime Minister Office

Kassem Farhat has now officially accepted the nomination for the presidency of the Global Virtual Trust! The elections will take place soon.
(@kassem)

543 likes 947 responses