- Vibe Coding for Teams — From Karpathy's Tweet to Production
Karpathy named it in a tweet. Eighteen months later there are job postings, magazines, and a quiet generation of slop. What it takes to do this on a team without producing the bad version.
Ginger Wolfe-Suarez
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- Claude Code vs Cursor vs Copilot Workspace — Q2 2026
Three coding agents, three different bets on where the IDE is going. What each ships, where each fails, and a team-size matrix that we actually use when somebody asks.
Reza Mokhtari
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- Web4OS: A Practitioner's First Impressions
Spending a few weeks with the agentic workforce OS, writing down what I would tell another practitioner before they tried it.
Reza Mokhtari
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- Inside the Tooling Choices of Twelve Frontier AI Teams
A survey piece on what tooling the better-known agentic teams are actually running with — drawn from public writeups, conversations, and our own audits.
Editorial Team
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- What 'AI Agency' Actually Means in 2026
An essay on what has changed in the term 'AI agency' since 2023 — and what to look for if you are hiring one.
Editorial Team
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- Black Box AI: How to Build Auditable Agentic Stacks
What it actually takes to make an agentic system auditable — beyond the slide deck.
Ginger Wolfe-Suarez
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- Building a Marketing Agent: A Walkthrough
An end-to-end tutorial: a single specialist agent that takes a brief, drafts a blog post, runs it past an editor, and returns a result you can ship.
Reza Mokhtari
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- Eight Open-Source Tools Every Agentic Engineer Should Know
Categories of open-source tooling we keep reaching for. Not a ranking — a working kit.
Editorial Team
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- The Quiet Power of Vertical Agentic Agencies
An essay on a category that gets less press than it should: the small, vertical-focused agency running on its own agentic platform.
Ginger Wolfe-Suarez
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- AI Marketing Stacks That Don't Suck
An opinionated listicle: the components of an AI marketing stack we would actually trust an in-house team to run.
Editorial Team
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- MCP in Anger: One Year of Building With the Protocol
A practitioner essay on what the Model Context Protocol gets right, where it gets ugly, and what it has cost us to ship on it.
Reza Mokhtari
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- Stop Stitching: The Case for an Agentic Workforce OS
An opinion piece on why most agentic projects shouldn't be glued together from primitives — and what a workforce OS actually is.
Ginger Wolfe-Suarez
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- How Web4Guru Builds Production Agentic Pipelines for Marketing Clients
Architecture notes from a Chiang Mai agency that runs every engagement on the same orchestration platform.
Reza Mokhtari
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- The 2026 Agentic Stack Survey: What Teams Are Actually Running
A practitioner-side landscape map of the agentic stack as actually shipped — not the slide-deck version.
Editorial Team
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