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gpt-6 astra arrived with experimental codex features which are f**king insane... including a new way to carry context across long tasks. [here is what to setup today] 1) context management → notes and searchable history across context windows rollout 2)budgets → track a configured token budget during a task...

59,609 views • 1 month ago •via X (Twitter)

37 Comments

painn's profile picture
painn1 month ago

i gave it to my agent

Avid's profile picture
Avid1 month ago

thats the best thing you can do right now

Hussain Hashim | Building SundayBack's profile picture
Hussain Hashim | Building SundayBack1 month ago

@Av1dlive context management like this is a huge deal. balancing multiple projects just got a lot easier for me.

hityyhz's profile picture
hityyhz1 month ago

searchable history across context windows is the feature that actually helps long tasks

AI Studio's profile picture
AI Studio1 month ago

Résumé-Screening ist Cargo-Cult-Recruiting. Die eigentliche Frage: Kann die Person mit ungeklärten Problemen umgehen?

Gipp 🦅's profile picture
Gipp 🦅1 month ago

notes plus searchable history would fix so many lost threads

Slonski's profile picture
Slonski1 month ago

context that survives is useful only if somebody still reads what it kept

Khairallah AL-Awady's profile picture
Khairallah AL-Awady1 month ago

this is very useful broo

Avid's profile picture
Avid1 month ago

Yeah, it is, brother. Especially the context management compaction work.

Bessi's profile picture
Bessi1 month ago

I've wanted spend caps on long Codex runs. Budgets plus notes.

AI Mastery Guide's profile picture
AI Mastery Guide1 month ago

need the full setup list ngl

Avid's profile picture
Avid1 month ago

will share soon

AI Mastery Guide's profile picture
AI Mastery Guide1 month ago

nice thanks

Emanuele Denaro's profile picture
Emanuele Denaro1 month ago

I don’t have astra in codex …

Avid's profile picture
Avid1 month ago

Any reason why

Emanuele Denaro's profile picture
Emanuele Denaro1 month ago

I fixed

Wallchain Community Hub's profile picture
Wallchain Community Hub1 month ago

finally long context is actually working smoothly

Ruuj's profile picture
Ruuj1 month ago

Insane avid, great share man will try it today

Avid's profile picture
Avid1 month ago

The experimental features are the ones I am really looking forward to everyone trying out.

twinedon's profile picture
twinedon1 month ago

context carrying across long tasks is the upgrade i actually wanted, not another model in the picker

Avid's profile picture
Avid1 month ago

just another tip to be aware: these features are experimental. use them a little carefully. and just have fun using gpt 6 astra

Roan's profile picture
Roan1 month ago

I am trying gpt-6 astra today

Avid's profile picture
Avid1 month ago

Hi, yes, it's an insane model. Please let me know what your feedback is.

Taqui's profile picture
Taqui1 month ago

codex dev's gone wild crazyy

manzi's profile picture
manzi1 month ago

experimental Codex context across long tasks — which notes setup actually stuck for you?

Naveen Saradhi's profile picture
Naveen Saradhi1 month ago

The model upgrade is nice. The context upgrade is what changes the game.

whydeso's profile picture
whydeso1 month ago

i should give it a try too

leopardracer's profile picture
leopardracer1 month ago

saved this

rewind's profile picture
rewind1 month ago

model picker is just first step

KiraKei's profile picture
KiraKei1 month ago

Astra is not always as capable as the hype suggests. It refused to solve an authorization conflict in my own open-source agent. Sol built the solution; Astra later used it successfully. Full case here

volovuk's profile picture
volovuk1 month ago

Worth noting: this note-keeping context feature replaces repeated summarization with searchable notes instead of full compaction — so it’s not just ‘more context’, it changes what gets preserved when a debugging session runs long. Good catch flagging it’s off by default.

Avid's profile picture
Avid1 month ago

also the sleep prevention is for the cli i missed typing that

starmex's profile picture
starmex1 month ago

asking codex to inspect its own feature flags and propose a diff before changing anything is a clean way to do this

Francesco's profile picture
Francesco1 month ago

So this is a whole new level of coding

Modelplane's profile picture
Modelplane1 month ago

The context carry is the real unlock. I've been testing similar approaches with notes and searchable history, and it changes how you structure agent workflows. Curious if the budget tracking actually catches runaway token usage or if it's just a soft cap.

catman's profile picture
catman1 month ago

why is astra’s context management off by default, and does the proposed diff show exactly what gets persisted between context windows?

Agent Rails's profile picture
Agent Rails1 month ago

The budgets part is the sleeper. Once an agent tracks its own spend, you're one step from it holding a wallet, and then context isn't just memory, it's a record of what it paid for and why

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