ATAndrew Taninlayline.hashnode.dev·3d ago · 9 min readYour Data Warehouse Is Not Your Data PipelineTeams keep forcing their warehouse to do integration work it was never designed for. The result is ballooning costs, opaque failures, and architectures that become harder to maintain the more they ‘su00
KDKarthik Darbhaintech4nirvana.com·4d ago · 8 min readObservability That Thinks: AI for Pipeline MonitoringThe Problem Most pipeline observability today is a wall of thresholds. Row count dropped below X. Job ran longer than Y minutes. Null percentage exceeded Z. Someone picked those numbers months ago, of43JKN
COcharles onokohwomoincharlesonokohwomo.hashnode.dev·Jul 14 · 12 min readPhase 2B — Building the ADIP AI Insight EngineSeries: ADIP Engineering Intelligence Phase 2B — AI Insight Generation Layer Repository: github.com/CKohwo/ADIP-Intelligence-lab Introduction Phase 2A gave ADIP discipline. It built the data foundatio00
ISIkraj Singhinikrajsingh.hashnode.dev·Jul 13 · 10 min readData Pipelines in the Age of GenAIThis article is written in my personal capacity. The views expressed are my own and do not represent Amazon or my employer. Examples are based on public information and synthetic scenarios; no confide00
HTHarsh Trivediinharshtrivedii.hashnode.dev·Jul 11 · 20 min readBuilding a Secure SharePoint → Azure Blob → Snowflake Document Intelligence PipelinePart of the series AI Cloud and Data Engineering Articles. In Part 1 we covered why documents should be encrypted before they ever reach cloud storage, how Azure Key Vault and Service Principals keep 00
SGSergio González Téllezinevankhandev.hashnode.dev·Jul 2 · 2 min readWhy do so many systems appear to produce new information when, in reality, they only reorganize existing information?SEED-003 PROBLEM Why do so many systems appear to produce new information when, in reality, they only reorganize existing information? INSIGHT Data is rarely created; it is usually transformed, filt00
JLJeremy Longshoreinjeremylongshore.hashnode.dev·Jul 1 · 4 min readSTCI Zero to v0.1.0: A Token Cost Index in One DayYesterday's ADR said what STCI would be. Today it exists. Eleven commits. One repo. Full pipeline from data collection to production API, released as v0.1.0 by end of day. The Pipeline STCI — the toke00
DDatawinderindatawinder.hashnode.dev·Jun 10 · 9 min readBuilding a Lean, Single-Worker Broken URL Monitor for Data PipelinesThe Technical Problem: Websites Drift, Pipelines Don't Know Long-running scraping pipelines have a structural assumption baked in: the URLs you configured last month still resolve today. That assumpti10
DCData Canuckinblog.datacanuck.com·May 26 · 16 min readCase Study: Building a Community Health Analytics Pipeline from the Ground UpProgram: Community Liver Health Pilot — Free FibroScan Screening and Education InitiativePartnership: The Fatty Liver Health Alliance in collaboration with Data CanuckDuration: 12 weeks | Participants00
SMScott McMahaninaitransformeronline.hashnode.dev·May 4 · 2 min readWhy AI Projects Struggle in ProductionA lot of AI systems look great during development but fall apart once they hit production. The issue is rarely the model itself. It usually comes down to inconsistencies in how data is handled across 00