buildOne report1 publisher Render delay and server wait separate slow pages from fast ones in Cloudflare's BEACON data
Cloudflare's BEACON real-user data from about 10,000 large sites shows poor-LCP pages spending 1,891ms waiting for HTML and 2,002ms in render delay. Good pages spend 598ms and 157ms there, so sites like the sample should fix the server and rendering before they compress images.
Reality
- Evidence45
- Adoption
- Not scored
- Hype gap+10
- Incentives
- Not scored
- Confidence40
buildConfirmed2 publishers Microsoft made Fabric IQ the default business context for Microsoft 365 Copilot at FabCon Barcelona and opened it to outside agents over MCP. The metric definitions teams keep in Power BI semantic models now shape what those agents answer.
Reality
- Evidence60
- Adoption35
- Hype gap+20
- Incentives80
- Confidence60
buildOne report1 publisher Choosing Iceberg over Snowflake moves six governance components onto your build list
Keeping the Iceberg table format governance-unaware was a deliberate call. That leaves the catalog as the only thing standing on the path of every read. A dev.to guide lists six pieces an operator has to source above it.
Reality
- Evidence42
- Adoption25
- Hype gap+22
- Incentives74
- Confidence45
buildOne report1 publisher Refusing a BigQuery key cost findmypylibrary 15,000 requests per snapshot
The build log for a Python package finder shows a day-one no-key rule pushing the download data onto a public JSON file and 15,000 PyPI API calls per refresh, held to a few minutes by a semaphore of 25.
Reality
- Evidence42
- Adoption10
- Hype gap+12
- Incentives55
- Confidence45
buildOne report1 publisher Astronomer's 84 percent planning figure counts only the respondents still on Airflow 2
Astronomer's State of Apache Airflow 2026 puts 5,818 practitioners behind two migration numbers measured on different denominators. Recomputed on one base, about 62 percent are planning a move they have not started.
Reality
- Evidence46
- Adoption55
- Hype gap+30
- Incentives78
- Confidence56
Keewano's $12M agent database asks for a second copy of your event stream
KeewanoDB keeps events in the order they arrived, grouped around a customer or device, so an agent can read one entity's history without an ETL job. Keewano expects the warehouse to stay where it is.
Reality
- Evidence33
- Adoption14
- Hype gap+34
- Incentives79
- Confidence56
buildOne report1 publisher A required Pydantic field forces every warehouse cost estimate to name its accuracy tier
The 18-hour-old cost-guard-mcp gets a real byte count out of BigQuery's dry-run planner and only a planner ceiling out of Snowflake's EXPLAIN, so its type system makes an agent see which of the two it got.
Reality
- Evidence55
- Adoption8
- Hype gap+12
- Incentives78
- Confidence50
buildOne report1 publisher MotherDuck buys its own last mile: the agent writes the pipeline, someone else was running it
MotherDuck's first acquisition buys the runtime that was already executing its agent-written pipelines. The instructive part is what Jordan Tigani says the agents cannot do.
Reality
- Evidence42
- Adoption38
- Hype gap+14
- Incentives74
- Confidence46
buildOne report1 publisher AWS's own agent fleet guidance puts the lock-in in state, auth and telemetry, not the framework
Part two of the AWS multi-agent series abstracts model providers with a code sample, then leaves session storage where each framework put it. That is where the switching cost actually sits.
Reality
- Evidence30
- Adoption
- Not scored
- Hype gap+38
- Incentives58
- Confidence40