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Tips, guides, and insights on AI teammates, smarter support, and building better teams.

Meta Muse Spark 1.1: what it is, what it costs, where it loses
Meta's first paid model API ships a 1M-context agent model at $1.25/$4.25. What Muse Spark 1.1 is actually good at, and the benchmarks Meta left off the slide.

Claude Opus 5: what it is and how to actually run it
Claude Opus 5 is not one model, it is five. A plain guide to the specs, the effort dial that decides your bill, and the two API changes that break old code.

GPT-5.6 pricing: the real bill after the July 30 cut
GPT-5.6 pricing after the July 30 cut: Sol, Terra and Luna rates, the four service tiers that multiply them, the 272K surcharge, cache math, and a bill calculator.

What is GPT-5.6? Sol, Terra, and Luna explained
GPT-5.6 is OpenAI's Sol, Terra, and Luna family, generally available since July 9, 2026. Here's what each tier does, what it costs after the July 30 price cut, and where it fits in a support stack.

GPT-5.6 review: Sol, Terra and Luna after the price cut
A GPT-5.6 review rebuilt after OpenAI's July 30 price cut: what Sol, Terra and Luna really cost now, where the benchmarks hold, and which tier is worth calling.

Grok Voice Think Fast 2.0 pricing: what $0.08/min costs
Grok Voice Think Fast 2.0 is $0.08 per minute of audio, 60% above 1.0. The grok-voice-latest alias moves to it today, so here is the real per-call math.

Inkling-Small explained: a 276B model with 12B doing the work
What Inkling-Small actually is: a 276B/12B open-weights MoE from Thinking Machines, the context window the docs and the providers disagree on, what a million tokens really costs, and where it belongs in a support stack.

Grok Voice Think Fast 2.0: what changed and what it costs
Grok Voice Think Fast 2.0 scores 82.9% on the Artificial Analysis speech-to-speech index and answers in 0.70s. It also costs 60% more per minute, and the default alias flips to it on August 5.

FLUX 3 review: strong evidence, nothing to buy yet
A FLUX 3 review of the only thing you can actually review right now: the evidence. The research holds up better than the launch post. The product does not exist yet.
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