Moving beyond predefined categories to discover natural patterns in app review data using vector embeddings, dimensionality reduction, and unsupervised clustering techniques.
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A collection of lessons learned building modern systems, improving teams, and navigating real-world complexity—written for engineers and the people who depend on them.
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Building a natural language interface to query databases using Langflow — from SQL generation to automated chart creation, enabling non-technical users to explore data through conversation.
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A self-hosted memory store I own end to end, so my agents' working context survives the loss of any account, vendor or machine, and nothing goes down a memory hole unless I put it there.
One small app on my Mac that turns Slack channels into Claude Code agents, with memory, feedback and lots of guardrails, and that I can talk to from the car through CarPlay.
Building a retrieval-augmented agent that scrapes a website with Firecrawl, indexes it in Qdrant, and answers questions about it using LangFlow — no custom orchestration code required.