data collection patterns

3 articles · 8 co-occurring · 0 contradictions · 5 briefs

building me a new url aggregator on Hetzner to replace my convex hosted version" — Article describes a concrete implementation of a URL aggregation system, demonstrating practical data collection and

Related concepts

tool integration patterns 2 workflow automation 1 system automation 1 retrieval augmented generation 1 output validation refinement 1 model selection strategy 1 agent persistence 1 agent instrumentation 1

Signal history

2026-W15

Evidence chain (3 articles, showing 3)

@amadad: In which orb (née @clawdbot) is building me a new url aggregator on Hetzner t... example_of

@alexhillman: I've done this data cleanup before when I tried to build something like this ... example_of

my robot grab the data from multiple sources, dedupe/clean them up, store into a local database" — Direct demonstration of multi-source data collection and deduplication automation reducing manual eff

@badlogicgames: People of pi. I'm considering adding a /submit-data-to-mario command. here's ... example_of

it would aggregate this tool call data per provider/model. this let's me see which models fail how often using the new edit tool, and if that's related to the number of replacements it is trying to ma

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