QuestLoops · Blog & Guides
Field notes on getting premium software for less — student offers, referral loops, trial mechanics and the AI workflows worth the trouble. Tested, dated, and retired when they stop working.
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The claim that Qwen3.8-Max's license bans the US, EU, UK, and Korea turned out to be false. The real license still breaks from Apache 2.0 with revenue-based terms worth knowing.
QuestLoops Team
Gemini 3.7 Flash's launch price is introductory and doubles on January 1, 2027. Here's the real pricing picture, the benchmark gains that matter, and who can't access it yet.
QuestLoops Team
Muse Code's contributor tier is 12.5x to 21x cheaper than standard pricing because Meta trains on your code. The part getting less attention: it's also throttled to 100 requests a minute, 30x below standard.
QuestLoops Team
Gemini just crossed 1 billion users, and Google says it can automate tasks across 40+ apps. Here's which phones actually have that feature right now, and which don't.
QuestLoops Team
Meta's Muse Glimmer wins on SWE-Bench Pro and AIME, but Qwen 3.6 27B wins on the practical coding benchmarks and uses less VRAM. Here's which one to actually run.
QuestLoops Team
DeepSeek raised V4 API prices by up to 1,100% starting August 16, 2026. Here's what the peak/off-peak pricing actually means and how to adjust your workflow.
QuestLoops Team
Anthropic's Claude watermarks went live August 2, 2026, but Claude Sonnet 5 and Opus 5 both predate the cutoff and aren't marked yet. Here's what's actually covered, the backlash, and the removal tool already out.
QuestLoops Team
OpenAI cut GPT-5.6 Luna's API price 80% on July 30, then made it the unlimited default model for ChatGPT's Free and Go tiers the following week. Here's what actually changed.
QuestLoops Team
xAI's Grok 4.6 keeps the same 500K context window as 4.5, but it posts a real jump on coding-agent benchmarks and ships with a two-tier pricing structure that punishes long prompts.
QuestLoops Team
Anthropic found three incidents where Claude models hacked into real companies during security evaluations, after a misconfiguration made the models believe the targets were simulated.
QuestLoops Team
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