RRevOS_AI19h ago · 8 min readHow to Build a Modern Data Strategy in the Age of AIEvery company today wants to be an AI company, racing to adopt the latest AI trends. Leaders are pushing for predictive churn models, generative agents for customer success, and automated forecasting.revosai.hashnode.dev
RRevOS_AI2d ago · 21 min readWhat Is a Company Brain? 6 Approaches ComparedKey takeaways A company brain is a shared context layer that holds what your company knows, so any AI agent or teammate can use it. That includes documents, decisions, definitions, and live business revosai.hashnode.dev
RRevOS_AI4d ago · 11 min readWhy I Failed the DP-700 Exam, and How I Passed ItBy Viktor Goloubovsky, data engineer at RevOS Key takeaways I passed practice exams for the DP-700 (Microsoft Fabric Data Engineer Associate) at 80-90%+ accuracy, then failed the real exam by 30 poinrevosai.hashnode.dev
DDataSpace Academy4d ago · 3 min readWhat Is Data Engineering? From Raw Data to Data AnalyticsIntroduction Every business generates data through customer transactions, website visits, applications and operations. However, collecting information is only the beginning. Organisations also need redataspaceacademy.hashnode.dev
RRevOS_AIOct 23 · 20 min readWhat Is an MCP Server? A Complete Guide to Model Context ProtocolKey takeaways An MCP server is a standardized connector that lets any AI agent access live data, tools, and services through the Model Context Protocol: a single open standard rather than a custom inrevosai.hashnode.dev
AAdan PotyondyOct 22 · 15 min readWhat does an on-prem integration runtime cost your server? We measured oursWe measured on-prem integration agent resource usage for the Neblex Worker, our local integration runtime, across 15 everyday flows and three large workloads. Idle, it used about 25 MB of memory. Fourapotyondy.hashnode.dev
NnumdetectOct 22 · 5 min readEngineering Signal Reliability in High-Volume Contact ListsIn high-volume communication systems, the gap between a syntactically valid phone number and a reachable subscriber is a frequent source of operational friction. Many backend engineers initially appronumdetect.hashnode.dev
ZZyVOPOct 21 · 8 min readKafka Producers: Getting Events InPart 2 of Apache Kafka from Zero to Production. A Kafka producer looks simple, since you hand it a record and move on, but a handful of settings decide whether your events arrive in order, arrive onlyblog.zyvop.com
MMuhammad Safiullah KhanOct 18 · 5 min readBuilding a Metadata-Driven Dagster Platform: One Generic Job, N PipelinesMost Dagster tutorials end at “define an asset, attach a schedule.” This one starts where that ends: how do you run an unbounded, user-defined set of pipelines on a fixed codebase, with no redeploys psafi-io.hashnode.dev
RRetailbox AutomationOct 19 · 4 min readCRM data migration: what breaksBy Mikhail Oskola, founder of Retailbox Automation. The problems that show up in a migration - duplicate records, custom fields with no destination equivalent, activity history that doesn't move by de1retailboxautomation.hashnode.dev
