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GPT Codex users: at what token count does quality actually degrade for you?

BACKGROUND
1 SIGNALFIRST DETECTED 18 June 2026
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How the story developed
Other feeds and industry voices
16 Oct
Something is off with token consumption this week

<!-- SC_OFF --><div class="md"><p>After the last reset, I went from 100% to 0% within in a day and since then used about 30k in credits. My workflow is mostly Astra running Sol

OPINION · WHEN · OpenAIOPEN STORY
12 Apr
Codex is officially nerfed

<!-- SC_OFF --><div class="md"><p>The recent changes to Codex limits have significantly degraded the developer experience.</p> <p>Previously, Codex in VS Code felt fluid and

OPINION · WHAT · OpenAIOPEN STORY
9 May
How often are you using codex to help on projects?

<!-- SC_OFF --><div class="md"><p>For myslef im using it a lot but it will produce so much garbage its a full time job it feels like just maintaining scope. I combined all the

OPINION · HOW · OpenAIOPEN STORY
13 Apr
Codex limits

<!-- SC_OFF --><div class="md"><p>New Codex limits are a joke. They said they would cut the 2x usage bonus and cut more of the 5hours limits, but the consumption has raised to

OPINION · WHO · OpenAIOPEN STORY
17 May
WTF is up with Codex today?

<!-- SC_OFF --><div class="md"><p>I've been working all day on ONE THING. One function. Can't get it right. I've been working all week in Codex and it's been generally fine, but

OPINION · WHEN · OpenAIOPEN STORY
28 Mar
I tested context quality degradation across token counts. The hallucination numbers at 200K are worse than I expected.

<!-- SC_OFF --><div class="md"><p>Been building AI agents for a while and kept hitting the same wall: agents that work great at the start of a session and quietly fall apart by

OPINION · WHAT · LocalLLaMAOPEN STORY
21 Apr
Did anyone else's Codex limit just reset? Mine came back a few minutes ago

<table> <tr><td> <a href="https://www.reddit.com/r/ChatGPT/comments/1srwkyh/did_anyone_elses_codex_limit_just_reset_mine_came/"> <img alt="Did anyone else's Codex limit just

OPINION · WHAT · ChatGPTOPEN STORY
15 May
Have you found Codex to be bad recently?

<table> <tr><td> <a href="https://www.reddit.com/r/OpenAI/comments/1te0qzj/have_you_found_codex_to_be_bad_recently/"> <img alt="Have you found Codex to be bad recently?"

OPINION · WHAT · OpenAIOPEN STORY
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