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Products that do what CHOIL does
The AI-powered vault for knife and EDC collectors
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An index for agents pushing the frontier of AI/ML research
Jun 2026 · docs.firecrawl.dev
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Our most accurate Search API for AI agents.
Jul 2026 · docs.firecrawl.dev
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- 9ML
Jun 2026 · github.com
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Hi HN, I built MOL, a domain-specific language for AI pipelines. The main idea: the pipe operator |> automatically generates execution traces — showing timing, types, and data at each step. No logging, no print debugging. Example: let index be doc |> chunk(512) |> embed("model-v1") |> store("kb") This auto-prints a trace table with each step's execution time and output type. Elixir and F# have |> but neither auto-traces. Other features: - 12 built-in domain types (Document, Chunk, Embedding, VectorStore, Thought, Memory, Node) - Guard assertions: `guard answer.confidence > 0.5 : "Too low"` -…
Feb 2026 · github.com
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I wanted to quantify the endless "which knife should I buy" debates on r/chefknives, so I built a data analysis pipeline to get some real answers. The project is a 5-phase system built with Node.js. It first uses Fuse.js for fast, typo-tolerant fuzzy matching of ~450 known brands and ~8,700 models. The remaining text is then passed to an LLM (via OpenRouter) for discovering new, unknown entities and performing sentiment analysis on every mention. I ran it on over 1,000 threads, totaling more than 25,000 comments. A few interesting findings: The Underdog: Budget-friendly Tojiro has a…
Oct 2025
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Jul 2026 · github.com
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Jul 2026 · github.com
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Feb 2026 · archilyse.standfest.science
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Snap a photo, AI tracks your business equipment"
19d ago · vaultpulse.net
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