skip to content- 2026-08-08
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How to Get Extra Codex Usage with ChatGPT Desktop Referrals
How to check a ChatGPT Desktop referral offer and keep referral rewards separate from trials, purchased resets, product credits, and API credits.
- 2026-07-26
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AI Subscription Capacity Is Perishable
Why AI subscription limits are perishable, how purchased Codex resets differ from credits and grants, and how to use capacity without waste.
- 2026-06-27
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Codex Banked Resets and the GPT-5.6 Preview
A dated Codex chronology separating scheduled limits, banked resets, purchased full resets, credits, incident recovery, and broad resets through August 20.
- 2026-05-21
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AI Coding Subscription Limits: May 2026
May 2026 coding-limit snapshot. Current discovery routes Kimi K3 as the newest flagship and K2.7 Code as the cheaper coding API.
- 2026-02-24
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Groq API Policy: OpenClaw Verification
Verification of Groq terms regarding third-party agent tools like OpenClaw. Evidence-based analysis of acceptable use policy and risk factors for high-speed inference providers.
- 2026-02-11
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Stack Snapshot — 11 Feb 2026
Point-in-time record of tools, models, and infrastructure as of 2026-02-11. Kimi quota resolved, Codex 5.3 solid, Opus 4.6 deadline mode analysis.
- 2026-02-09
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Stack Snapshot — 9 Feb 2026
Point-in-time record of tools, models, and infrastructure as of 2026-02-09. Kimi K2.5 dominant, Flow/Veo3 testing, rate limit reality documented.