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

Kodif AI review 2026: real results, and who does the building
A Kodif AI review from public docs, 16 case studies and every readable G2 review: strong actions and cancel saves, but setup and edits lean on Kodif's own engineers.

Kodif pricing 2026: plans, per-conversation cost, and the real floor
Kodif pricing is a flat annual rate: 24,000 conversations at $1 on Starter, down to $0.75 on Enterprise. Here's what that works out to per month and per resolution.

Claude Dashboards review: what it does well and where it stops (2026)
My Claude Dashboards review: how the SQL-per-chart design works, which plans get it, what sharing really does to your numbers, and when to keep your BI tool.

EmbeddingGemma 2: Google's open multimodal embedding model, explained
EmbeddingGemma 2 puts text, code, images, audio and video in one search index on a phone. What changed from v1, what the benchmarks hide, and when to use it.

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.
Ready to hire your AI teammate?
Set up in minutes. No credit card required.
