Build logs, guides, and field notes
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.

Reply.io Review
Reply.io reviewed for founders and SDR leads: multichannel outreach, Jason AI SDR, contact credits, deliverability and human handoffs.Oct 19, 2026Business
Codex vs ChatGPT
Choose ChatGPT for explanations and Codex for repository changes. Compare environments, models, included access and the work each leaves to you.Oct 19, 2026AI
BrowserStack Alternatives 2026: LambdaTest, Sauce Labs, Playwright and TestDriver.ai
Compare BrowserStack alternatives for real-device clouds, self-hosted browser tests and AI agents, with verified limits and CI fit.
Oct 19, 2026Build
Kiro vs Claude Code 2026
Kiro vs Claude Code: compare specs, agent workflows, current plans, models and AWS controls to choose the right fit for your team.Oct 18, 2026Build
Open Source AI Agent 2026: OpenClaw, Hermes Agent, Goose and OpenHands Compared
Compare installable open-source AI agents by job, with repository-verified licenses, model support, setup requirements and limits.Oct 18, 2026Build
AdCreative AI Review
AdCreative.ai reviewed for brand fit, ad copy, scoring and creative production, with a ten-concept example and clear reasons to buy or skip it.Oct 18, 2026Business
Claude Superpowers: Skills, Setup and When to Use It
What Superpowers adds to Claude Code, the exact install commands, how its skills trigger, and when a small task needs less process.Oct 18, 2026Build
Sintra AI Review
Sintra's twelve helpers, Brain AI, integrations and a worked shop week, compared with Marblism, Viktor and Claude.Oct 18, 2026AI
Codex App: Worktrees, Automations and Your First Commit
Use the Codex app for parallel worktrees, scheduled tasks and Git review. Compare the CLI and IDE, then take two threads to reviewed commits.Oct 18, 2026AI
Google Pomelli: From Website to First Campaign
How Google Pomelli builds your brand profile, drafts campaign assets and hands them off for publishing. A first-campaign walkthrough for a small business.Oct 18, 2026BusinessThe lanes.Pick the one you came for.
224 pieces
AI
Models, agents and coding assistants, image, video and voice tools: reviewed, priced and compared.275 piecesBuild
Ship software with AI, whether or not you write code: coding agents, app builders, automation, MCP and the infra under it.120 piecesDesign
AI as a craft tool for designers, brand owners and creative directors: image, video, type, and the prompts behind the work.199 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 run876–878 / 878

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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