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What shipped, what broke, and what it really cost — from running production AI systems.
Latest articlesWhat shipped, what broke, and what it really cost — from running production AI systems.

How to Use Claude Skills
Enable Claude Skills, upload a custom SKILL.md, share it with your team and reuse it in Claude Code, with a worked proposal checklist.Oct 20, 2026AI
Is DeepSeek Safe? A Workplace Guide to Data, Hosting and the US Ban
Decide whether staff may use DeepSeek: hosted app and API privacy, independent hosting, the US federal restriction, and rules by data type.Oct 20, 2026AI
Claude Enterprise: What IT Gets Beyond Team
What Claude Enterprise adds to Team: identity, audit, retention, usage and connector controls, plus when to upgrade and what to ask sales.
Oct 20, 2026AI
AI Governance: A One-Page Framework for Small Companies
A one-page AI governance framework for small companies, with owners, customer-review evidence, NIST, ISO 42001 and current EU AI Act dates.Oct 20, 2026AI
Opus Clip Alternatives 2026: Descript, Riverside, Vizard, Submagic and Klap (Compared)
Compare Descript, Riverside, Vizard, Submagic and Klap for weekly webinar clips, with verified source limits, captions, branding and team access.Oct 20, 2026Business
NotebookLM vs ChatGPT
Compare NotebookLM and ChatGPT Projects for client research, onboarding, meeting prep and reports, with verified limits and sharing rules.Oct 20, 2026AI
Cheapest LLM API 2026: OpenAI, Anthropic, Google, DeepSeek, Mistral, xAI and Groq Compared
Compare OpenAI, Anthropic, Google, DeepSeek, Mistral, xAI and Groq API prices, with caching, Batch and costs for three common jobs.Oct 20, 2026Build
Gamma AI Review
Gamma reviewed for weekly decks, documents and sites: brand control, fine editing, PowerPoint and Google Slides exports, and AI credits.Oct 19, 2026Design
AI Acceptable Use Policy: A One-Page Template for Small Business
Copy a one-page AI acceptable use policy covering approved accounts, customer data, human review and disclosure, then roll it out in one team meeting.Oct 19, 2026AI
Best AI for Data Analysis in 2026: ChatGPT, Claude, Julius AI, Gemini and Copilot (Compared)
Compare ChatGPT, Claude, Julius AI, Gemini and Copilot for CSVs, spreadsheets and reports, with maker-sourced file limits and data policies.Oct 19, 2026AIThe lanes.Pick the one you came for.
237 pieces
AI
Models, agents and coding assistants, image, video and voice tools: reviewed, priced and compared.281 piecesBuild
Ship software with AI, whether or not you write code: coding agents, app builders, automation, MCP and the infra under it.122 piecesDesign
AI as a craft tool for designers, brand owners and creative directors: image, video, type, and the prompts behind the work.202 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 run900–902 / 902

Cursor Cloud Agents May 2026: 2 gaps it still can't close
Cursor's May 13 release moves cloud agent environments from demo infra to production tooling. The release is real, the numbers are real, and the SERP is reading it wrong. This piece argues the real choice isn't managed-versus-DIY, it is…May 14, 2026AI
Claude for Small Business: What It Kills in a $50K Stack
On May 13 Anthropic launched Claude for Small Business, a Cowork add-on with eight native connectors and fifteen ready-to-run agentic workflows priced at zero incremental cost on top of an existing Claude license. This piece is the…May 14, 2026AI
Cloudflare's '100x engineer', a 6-agent operator's take
Matthew Prince cited 2x-100x AI productivity gains to justify 1,100 layoffs. I run 6 production agents on the exact stack he's describing. The 100x engineer framing is conceptually wrong, and founders copying it into H2 headcount plans are about to cut the wrong people.May 12, 2026BusinessPrefer this site in Google
Mark omidsaffari.com as preferred and Google lifts it in Top Stories, AI Overviews and AI Mode for you.
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