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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.

AI Agent Use Cases in 2026: Support, Sales, Ops, Finance, Engineering, HR and Marketing
14 AI agent use cases across 7 departments, with named production examples, human checkpoints, tool types and data-access requirements.Oct 27, 2026AI
Conversational AI Platform 2026: Google, Microsoft Copilot Studio, Kore.ai, Cognigy, Rasa, Voiceflow and Botpress Compared
Compare Google, Copilot Studio, Kore.ai, Cognigy, Rasa, Voiceflow and Botpress for customer chat, voice, human handoff and action controls.Oct 27, 2026AI
Scribe Alternatives in 2026: Tango, Guidde, Trainual, Supademo and Arcade Compared
Compare Scribe alternatives by screenshot guides, video, interactive demos and assigned training, with current billing, exports and an SOP template.
Oct 27, 2026AI
Dify vs n8n
Dify vs n8n for AI apps, business workflows and self-hosting. Compare features, commercial licence rules and the job each platform fits.Oct 27, 2026Build
Glean Alternatives 2026: Gemini Enterprise, Microsoft 365 Copilot, ChatGPT Business, Claude Enterprise, Dust, Onyx and Guru (Compared)
Compare seven Glean alternatives by your existing tools, hosting needs and document permissions, with billing checked against each maker's current pages.Oct 27, 2026AI
GPT-6.1 Terra: What It Is and When to Switch
GPT-6.1 Terra explained: what to move from Sol or GPT-5.6 Terra, where it runs, and when Luna or Astra still fits better.Oct 27, 2026AI
AI Bookkeeping: What It Automates and What Needs a Person
Understand AI bookkeeping in QuickBooks, Xero, Dext and managed services, with a 30-day pilot and error log before trusting automated categories.Oct 27, 2026AI
Zapier Alternatives in 2026: Make, n8n, Gumloop, Pipedream, Activepieces and Power Automate
Compare Zapier alternatives by task volume, self-hosting, AI agents, code and Microsoft 365. Current billing models and what migration requires.Oct 27, 2026Build
Claude vs Gemini: Choosing an Assistant and an API
Choose Claude or Gemini by the work: coding, long documents, Google Workspace, research and media, with verified model lineups and API tradeoffs.Oct 27, 2026AI
AutoGen vs LangGraph
AutoGen is archived. Compare its conversation model with LangGraph's stateful workflows, then choose LangGraph or Microsoft Agent Framework for migration.Oct 27, 2026BuildThe lanes.Pick the one you came for.
279 pieces
AI
Models, agents and coding assistants, image, video and voice tools: reviewed, priced and compared.323 piecesBuild
Ship software with AI, whether or not you write code: coding agents, app builders, automation, MCP and the infra under it.125 piecesDesign
AI as a craft tool for designers, brand owners and creative directors: image, video, type, and the prompts behind the work.211 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 run996–998 / 998

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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