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Hannes Hapke

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The Hard Truth About AI AgentsAI in Production 20252025-07-18
Digits runs user-facing accounting agents by reimplementing the 100 lines of code core loop in Go, reusing internal RPCs (extracting comments to auto-generate…
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Deploying Large Language Models with EaseAI in Production 20242024-07-18
Covers concrete self‑hosting choices: evaluates Mixtral, Llama3 and llama.cpp for domain tasks, prefers smaller models for lower latency and cost, and reports…
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Automate the boring ML stuff with pipelinesScale By the Bay 20202020-11-12
A reproducible ML pipeline that validates incoming data against a generated schema and stops training on mismatched batches, runs feature engineering with…
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