Ideas and practical guidance from Actiknow.
A CTO guide to Apache Iceberg covering interoperability, storage ownership, schema and partition evolution, catalogs, governance, maintenance and when simpler warehouse tables are better.
11 min read · 12 OctLearn when BigQuery continuous queries fit near-real-time processing, their limits, reservation and identity requirements, and when Dataflow or another streaming architecture is still better.
12 min read · 12 OctCompare Snowflake Openflow, Fivetran and custom data pipelines across connector coverage, CDC, networking, observability, cost and engineering ownership.
12 min read · 9 OctLearn when Microsoft Fabric Mirroring can replace incremental ingestion pipelines and why transformation, data quality, reconciliation and modeling still need engineering.
10 min read · 9 OctCompare Microsoft Fabric Direct Lake, Power BI Import and DirectQuery across performance, freshness, scale, source load, capacity and modeling tradeoffs.
13 min read · 9 OctPrepare Power BI semantic models for Copilot with clean schemas, AI instructions, verified answers, security testing and model governance.
12 min read · 9 OctTake over a custom software product safely with a checklist for source code, environments, credentials, architecture, deployments, dependencies, data, monitoring, backlog and production risk.
8 min read · 9 OctDecide whether a B2B customer portal needs a mobile app based on field usage, repeat frequency, push notifications, camera, offline workflows, device capabilities and lifecycle…
8 min read · 9 OctCompare mobile app vs responsive web app across offline use, device features, notifications, distribution, user frequency, updates, security, cost and lifecycle.
8 min read · 9 Oct