
mdatool
Healthcare data platform for data engineers
What it does
mdatool is a purpose-built platform for healthcare data engineers and architects. 100,000+ verified definitions, abbreviations, and naming conventions covering provider, claims, pharmacy, and clinical data — plus 11 free engineering tools: - SQL Linter - DDL Converter - HCC Calculator — RAF scores instantly - NPI Lookup - ICD-10 Search - AI Data Modeling — schema from plain English - HL7 v2 Parser — decode any HL7 message - Schema Diff, Bulk Sanitizer, Naming Auditor
Does the same job
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- OSOpen-source, self-hosted data management app and internal tool builder2021 · ▲82
Hey HN, This is Adrian and David, and we're excited (and nervous) to show you basetool (https://basetool.io). Basetool helps companies view and manage all their data in one place. Companies have data in tons of places like BI tools, data warehouses, 3rd party services, and their databases. However, because the tools are not connected, it's a hassle to have visibility across the whole organization and even more difficult to safely share that data with the team or external collaborators. The vision is to give basetool access to your data source and get a tool that way above a…




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Parallel agents, diff reviewer, and multi-model comparisons
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- NW
Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…
Life & fun · May 2026 · github.com
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Dev tools · May 2026 · github.com