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Notes from the trenches.
Laravel internals, AI engineering with Claude + MCP, RAG pipelines, Shopify Plus, DevOps. Production lessons from shipped work — every post earns its slot. Featured = hand-picked or most recent.
▸ 95 posts · last updated
Oct 29, 2026
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Migrate Storefront MCP carts to UCP Cart MCP
Storefront MCP get_cart and update_cart on /api/mcp are deprecated. Move agents to UCP Cart MCP at /api/ucp/mcp with create, get, update, and cancel.
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▸ 9 of 94 · paginated below
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ArchitectureMCP first is the new mobile first
Mobile first made every screen work on a phone. MCP first makes every product capability work for an AI agent: tools, skills, and permissions before the human UI.
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LaravelMCP auth and audit logging in a Laravel SaaS
An MCP server on Laravel is only as safe as its tenancy boundary. Scoped tool auth, request-bound actor context, and an audit log you can actually read at 3am.
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AITrust is not a QA strategy: test AI code too
AI code is 95% syntactically clean and fails security tests 45% of the time. Half of agentic PRs ship no tests. The verification pipeline I run instead.
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ShopifyBuilding secure agentic commerce on Shopify in 2026
How agentic commerce on Shopify stays safe: UCP negotiation, an MCP governance layer, scoped credentials, signed requests, and human approval at checkout.
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ArchitectureMCP vs A2A vs ACP: the agent protocol stack
MCP connects agents to tools, A2A connects agents to each other, and ACP has folded into A2A. How the two-layer agent protocol stack fits together in 2026.
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AIMeta Muse for Solo Founders: The Guard Outside the Agent Matters More Than the Agent
Meta's personal agent takes action on its own cloud computer and keeps working after you close the app. Sentinel sits outside the model. Price as of 28 October 2026.
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AIOpenAI Dots for Solo Founders: An Always-On Agent in Slack and Teams, on Your Rules
One always-on ChatGPT agent keeps working on its own cloud computer after you close the laptop. Custom Rules, Slack and Teams, and the Pro price as of 28 October 2026.
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AIGrok Bot for Solo Founders: Named AI Teammates on One Shared Computer
Named AI teammates share one cloud computer and keep working after you close the laptop. Parallel work, approvals, and The X Subscription price as of 27 October 2026.
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AIClaude Duet: a proactive agent that waits for your ok
Claude Duet briefs you in the morning and waits before send, pay, or delete. What Anthropic has published, and why a solo founder might join the US Pro and Max waitlist.
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