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your supplier just raised prices. now what?

Dev.to · lofder.issac 2d ago

your supplier just raised prices. now what?

Automated dropshipping supplier replacement with SKU variant matching — how I built an MCP tool that scores AliExpress alternatives, maps variants, and updates

pull requests aren't dying. your review process is.

Dev.to · lofder.issac 2d ago

pull requests aren't dying. your review process is.

Everyone says AI coding agents are killing PRs. The data tells a different story — PRs are fine, but the way we review them hasn't caught up. Here's what's actu

Anthropic just mass-produced the agent. who's building the hands?

Dev.to · lofder.issac 2d ago

Anthropic just mass-produced the agent. who's building the hands?

Claude Managed Agents handles the brain, the memory, the sandbox. But it still needs domain tools to actually do anything. I plugged a dropshipping MCP server i

I Killed My OpenClaw — Built the Memory, the Gateway, the Patches. Then the Token Bill Arrived.

Dev.to · lofder.issac 3d ago

I Killed My OpenClaw — Built the Memory, the Gateway, the Patches. Then the Token Bill Arrived.

I built a memory system, a gateway runtime, and stability patches for OpenClaw before Hermes Agent existed. Then I couldn't afford to run it. Here's what I desi

5 Ways to Match AliExpress Product Variants — LLM, Embedding, Vision, Rules, and Why I Chose None of Them Alone

Dev.to · lofder.issac 3d ago

5 Ways to Match AliExpress Product Variants — LLM, Embedding, Vision, Rules, and Why I Chose None of Them Alone

A technical comparison of SKU variant matching methods for dropshipping supplier replacement: LLM prompting, vector embeddings, CNN/CLIP vision, rule-based stri

Your AliExpress Supplier Just Died — Here's How AI Will Auto-Replace It

Dev.to · lofder.issac 4d ago

Your AliExpress Supplier Just Died — Here's How AI Will Auto-Replace It

Building automatic supplier replacement for dropshipping: detect dead links, find alternatives, match SKU variants, and swap suppliers — all powered by AI agent

Your AI Agent Has Amnesia — Here's How to Fix It (MCP + Mem0 + Qdrant)

Dev.to · lofder.issac 2w ago

Your AI Agent Has Amnesia — Here's How to Fix It (MCP + Mem0 + Qdrant)

A deep dive into building persistent, scope-aware memory for multi-agent AI systems. How a CPU cache hierarchy analogy, neuroscience-inspired decay, and the MCP