Which AI tools and models are worth paying for, and which are not.
Reviews, verified pricing and head-to-head comparisons of AI models, agents, coding assistants and image, video and voice tools, from running them in production rather than a demo. Prices checked the week each piece goes out; new pieces most days.
Latest articlesWhat shipped, what broke, and what it really cost — from running production AI systems.
Viktor AI Review
What Viktor can handle across a working week, how permissions and approvals work, and where a founder or operations lead still needs to step in.Oct 24, 2026AI
Physical AI: What It Is and What Operators Can Use Today
Understand physical AI, what NVIDIA and Google offer today, where pilots end, and how to start with simulation before committing to robots.Oct 23, 2026AI
On Device AI: What Can Run on Staff Laptops and Phones
What on-device AI can run on staff laptops and phones, with current hardware needs, useful tasks, privacy boundaries and when to use the cloud.
Oct 23, 2026AI
Arc Browser Alternatives 2026: Dia, Zen, Vivaldi, Microsoft Edge and Chrome
Compare Dia, Zen, Vivaldi, Edge and Chrome, with Arc export paths, platform limits and a client-by-client move before December 22.Oct 23, 2026AI
Anthropic vs OpenAI: Which AI Vendor Fits Your Company?
Compare Anthropic and OpenAI for your company: models, business plans, API rates, data terms, work agents and cloud deployment.Oct 23, 2026AI
AI Readiness Assessment: A One-Page Checklist for Small Business
Score 15 questions, work through a 40-person services firm example, and choose your next 90 days with this one-page AI readiness assessment.Oct 23, 2026AI
Best Dictation Software in 2026: Apple, Windows, Wispr Flow, VoiceOS, Superwhisper and Dragon
Compare Apple, Windows, Wispr Flow, VoiceOS, Superwhisper and Dragon for business writing, privacy and platform fit. Includes a ten-minute check.Oct 23, 2026AI
Claude Duet: What It Does and What to Delegate First
Claude Duet explained: who can join, what to delegate first, how background work uses your limits, and what still needs your approval.Oct 22, 2026AI
Meta Muse Privacy: Settings and a Workplace Policy
What Meta's Muse keeps, trains on and shares, with verified privacy controls, reported incidents and a short staff policy.Oct 22, 2026AI
Human in the Loop AI: Approvals, Review Queues and Escalation
Decide when AI agents need approval, sampled review or escalation, with a support-agent example, current tool docs and practical logging rules.Oct 21, 2026AIThe other lanes.Pick the one you came for.
302 pieces
Build
Ship software with AI, whether or not you write code: coding agents, app builders, automation, MCP and the infra under it.124 piecesDesign
AI as a craft tool for designers, brand owners and creative directors: image, video, type, and the prompts behind the work.207 piecesBusiness
Voice and phone agents, customer service, sales and marketing, operations and AI search visibility, for the people who run a business.8 piecesPlaybooks
AI for your niche: the workflows that actually move, tool by tool, priced52 piecesExplained
What shipped, explained: every real release, decoded for the people who use it0 piecesLab
The agent journey, entry by entry: what shipped, what broke, what was decided, in the ventures I run252–252 / 252
Prefer this site in Google
Add as a preferred sourceon GoogleMark omidsaffari.com as preferred and Google lifts it in Top Stories, AI Overviews and AI Mode for you.
Newsletter
One letter, every Sunday.Working systems, not hot takes.
Weekly. No spam. Unsubscribe anytime.