skip to content- 2026-10-04
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Jev, Clef or OpenAI Decisions: Which Fits Your App?
Choose code, Jev, Clef, OpenAI Decisions or generative Luna for routing, claim triage and images, with access, cost and failure boundaries.
- 2026-10-04
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ChatGPT Space vs Projects: What to Put Where
Decide what belongs in ChatGPT Space, Projects or GitHub. Check Page access, linked files, Memory and training, with a practical brief and handoff checklist.
- 2026-10-03
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ChatGPT Dots, Work or Codex: What Should You Use?
A dot flagged two competing fixes. Use the case to choose Chat, Work, Codex or Dots, set a bounded coordination task, and check usage before adding a bill.
- 2026-10-03
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October 2026 AI Buying Guide: What to Use or Pay For
Choose AI access for your workload: use existing plans, compare Claude or ChatGPT, or budget APIs. Includes a renewal worksheet and a don't-upgrade option.
- 2026-09-27
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AI Agents Crossed the Line: What the Incidents Show
Hugging Face, Australia's Medicare portal, Gemini and Claude: confirmed scope, new SwarmTraces evidence, and practical lessons for anyone deploying AI agents.
- 2026-09-27
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GPT-6.1 Sol, Sol and Luna: Pricing and Evidence
Compare GPT-6.1 Sol API rates and cache savings with Sol and Luna; separate Work/Codex credits, included limits and dated benchmark evidence.
- 2026-09-27
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Claude Credits, Codex Resets, and OpenAI’s Released Pro Plans
Check Claude’s October 7 cloud-credit claim deadline, saved-reset rules, and released OpenAI Pro 100/200/500 and dots access after DevDay.
- 2026-09-14
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GPT-6 Astra: Start Planning Evaluations on Low
Evaluate GPT-6 Astra Low for planning and orchestration, with benchmark regressions, API prices, subscription limits, and accepted-result costs kept distinct.
- 2026-09-14
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September 2026 AI Value: Opus, MiMo, DeepSeek and Luna
September 27 AI value shortlist: Opus 5.5 on Claude Pro, MiMo V2.6, DeepSeek V4.1, GPT-6 Luna, OpenCode Go allowances and when reset clocks start.
- 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.
- 2026-08-01
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GPT-5.6 Luna’s July Price Cut: Historical Analysis
Why GPT-5.6 Luna became the July OpenAI value candidate for bounded Codex work and high-volume API tasks, with subscription and API economics kept separate.
- 2026-07-26
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Claude vs OpenAI Data Retention: What Gets Kept
Claude and OpenAI retention compared by consumer, API, Covered Model, ZDR, safety-review, legal-hold, and local deployment paths.
- 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.
- 2026-07-25
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How OpenAI's Cyber Eval Breached Hugging Face
The July preliminary, source-labeled analysis of the Hugging Face breach, with September follow-up evidence and five cyber-agent containment controls.
- 2026-06-28
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GPT-5.6 Sol, Terra, and Luna Guide
Historical GPT-5.6 Sol, Terra, and Luna access, short- and long-context pricing, independent benchmark signals, and deployment controls.
- 2026-06-28
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GPT-5.6 Sol Preview: Access and Agent Risks
GPT-5.6 Sol is a restricted API and Codex preview shaped by a government request. Check access, agent risks, pricing, and safeguards before routing work.
- 2026-06-27
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Frontier Model Access: Fable, Mythos, GPT-5.6
Fable 5 is restored globally, while Mythos 5 and GPT-5.6 remain approval-sensitive. These are different access mechanisms, not one licensing regime.
- 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.
- 2026-05-23
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Hostinger OpenClaw One-Click Setup
Choose Hostinger Managed OpenClaw or OpenClaw on VPS, connect ChatGPT or API keys safely, and avoid the common SSL and token setup traps.
- 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.