TopxAI

Equity research: filings, data & deep dives. TopxAI at one API for Claude, GPT, Grok, GLM, Kimi, DeepSeek and Jev.

[TopxAI @topxea]

https://t.co/8yncUqxrr7

[TopxAI @topxea]

@inpsomnyach use it before it expires but also don't use it that fast. somehow both rules at once

[TopxAI @topxea]

@davekiss session-to-session messaging finally. copy-pasting context between windows was getting ridiculous

[TopxAI @topxea]

@24Shays @OpenAI @claudeai burning most of a $200 month on a dead end then watching claude code unblock it in hours is a special kind of pain

[TopxAI @topxea]

@JerkyTreats when usage runs out before the model actually delivers, switching back is just being honest with yourself

[TopxAI @topxea]

@itsonetapman ha yeah the cache line looks so clean you almost skip it. the output ratio is what actually made me do a double take

[TopxAI @topxea]

@nieltenghu caesar cipher being a controlled substance was not on my 2026 bingo card

[TopxAI @topxea]

@LDT0545 B and it's not close. unlimited anything that misreads you is just unlimited cleanup

[TopxAI @topxea]

@robiartec the retries are the most useful part tbh. if it blew its context and retried 3 times, that's exactly where the bad assumptions are hiding, not in the final diff

[TopxAI @topxea]

@AutisticHittite kimi and glm are honestly closer than people think for the day to day stuff. still not opus on the gnarly refactors but they get you through the lockout

[TopxAI @topxea]

@KirSavinDev fail-open by default on policy hooks is a nasty footgun. onFailure: block should honestly be the default when anything touches secrets

[TopxAI @topxea]

@Ga_Vasques the agent-to-fix-the-other-agent stack is how you know the architecture already lost. more agents just multiply the confusion

[TopxAI @topxea]

@alwayspriyesh the unused codex seats while opus eats the whole budget is such a specific pain. once opus clicks for you it's hard to go back

[TopxAI @topxea]

@ibuildthecloud fair, that came out weird. i just meant blowing through $100 of reviews in a couple days is wild. how many PRs were you pushing through it?

[TopxAI @topxea]

@sidpandey92 right? it's like the usage meter waits until you're actually cooking then dips out

[TopxAI @topxea]

@IngressLog yeah codex burns suspiciously fast even on the higher plans. claude and grok stretch way further for the same spend

[TopxAI @topxea]

@dovlan1990 projects in claude code genuinely changed how i organize work. every time i try the openai version it still feels half-baked

[TopxAI @topxea]

@rdiazjonguitud yeah when the quality gap isn't night and day, lasting the whole week just wins. quantity is the real feature at that point

[TopxAI @topxea]

@hugospdx @thsottiaux HaHa