Microsoft and Google are joining Apache Ossie, an open format for moving semantic models between platforms that more than 60 companies already back. Its shared hub cuts converter work, though analysts say lock-in eases only as far as the format can carry each vendor's logic.
Perspective Coverage
4 publishers
- Builder
- Builder 45%
- Operator
- Operator 34%
- Investor
- Investor 21%
Reality
- Evidence52
- Adoption18
- Hype gap+15
- Incentives60
- Confidence58
One ML team moved Airflow off on-prem boxes onto a single GCP VM estimated at under $150 a month, against about $350 for Cloud Composer 3. Its published repo gives other teams a working build to price against their own Composer quote.
Reality
- Evidence35
- Adoption10
- Hype gap+15
- Incentives
- Insufficient
- Confidence40
A GCP walkthrough put Spark, Trino and BigQuery on the same orders table through Google's Iceberg REST catalog. The 409 ConflictException it logged is the part of the demo a production pipeline has to plan for.
Reality
- Evidence38
- Adoption18
- Hype gap+20
- Incentives35
- Confidence45
The team behind a nine-agent code generator reports about 30,000 tokens and 15 to 20 Pro-tier model calls per request, and attributes its reliability to strict output schemas and context the agents cannot decline to read.
Reality
- Evidence40
- Adoption28
- Hype gap+15
- Incentives55
- Confidence42
Mercari's DBRE team found that on tables with a composite or non-integer primary key, TiDB reads every matching index entry and then sorts. The upstream fix is in master, not in the current LTS.
Publishers:engineering.mercari.com
Reality
- Evidence72
- Adoption38
- Hype gap−12
- Incentives32
- Confidence61