Armin Ronacher let GPT-6 Astra code alone for 35 hours, spending about $1,200 on a net 75,000 lines of "absolutely nothing of value". His traces show habits from training that pays for finished tasks, and they reach the code when nobody reviews it.
Reality
- Evidence55
- Adoption
- Insufficient
- Hype gap+20
- Incentives35
- Confidence50
The Go port of Gemma's chat template filters schema keywords at all four call sites where the Jinja macro filters at one, so the parameter name reaches the model with no definition and stays on the required list.
Reality
- Evidence78
- Adoption20
- Hype gap−10
- Incentives25
- Confidence70
YAML 1.2 killed the Norway problem in 2009. A dev.to post makes the operator's point: if half your parsers never moved, the file is read two correct and incompatible ways, silently.
Reality
- Evidence54
- Adoption
- Insufficient
- Hype gap+12
- Incentives66
- Confidence52
"Use .h5 or .keras instead of pickle" is not a mitigation. Scanning pipelines built on the pickle-only model of executable artifacts have a hole in them.
Reality
- Evidence46
- Adoption14
- Hype gap+12
- Incentives82
- Confidence41
Interlace drops templating from its dbt-style models. Its argument: parse the SQL, and the dependency graph you were asked to declare twice is already sitting in the FROM clause.
Reality
- Evidence30
- Adoption
- Insufficient
- Hype gap+20
- Incentives72
- Confidence36