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

Cactus Whistle: what the 16.9 MB speech-to-text model can really do
Cactus Whistle is a free 16.9 MB speech-to-text model that runs on a phone CPU. Here's where it beats Whisper base, where it loses, and what to build with it.

Mistral Large 4 review: a real jump that still lands mid-pack
My Mistral Large 4 review: a 4x jump over Large 3, a mid-pack score next to rivals, a 41.9% hallucination rate, and two niches where it is the right pick.

Gemini agent: what Google's universal work agent actually does
Google's Gemini agent plans work, spins up sub-agents, and can join your team with its own email address. Here is how it works, what it costs, and where it stops.

Meta Muse for operations: what to hand it, and where money needs a human
Meta Muse for operations works as one owner's back-office assistant: invoice chasers, bills triage, reorder lists. Here's what it connects to and where it stops.

Claude Motion pricing 2026: what it really costs on Team and Enterprise
Claude Motion pricing has no line item of its own. You pay for a Team or Enterprise seat, then each animation draws on usage. Here is what that adds up to.

Meta Muse for project management: what it can run, and what stays on the board
Meta Muse for project management works as one PM's chief of staff: weekly reports, chasers and meeting follow-ups. Here's what it connects to and where it stops.

Claude Motion: what Anthropic's animation tool does in 2026
Claude Motion turns your reports, charts and notes into short animated explainers built as editable code. Here is how it works, who gets it, and where it stops.

Meta Muse for marketing: what it reads, drafts, and won't publish
Meta Muse for marketing works best as a cross-channel analyst: it reads Meta ads, Instagram, Klaviyo and Shopify together and drafts your next move.

Meta Muse for work: what to hand it, and what IT will ask
Meta Muse for work runs your inbox, calendar and prep, but it's one person's agent with no admin console. What to hand it, and the questions IT will ask first.
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