Prism's ternary Bonsai 2 27B ran at two to three tokens a second on a CPU-only Hetzner VPS in a dev.to test, against Simon Willison's 20 to 44 on a Mac. The sub-6GB file fits a 16GB box easily, but at that speed it only suits batch jobs.
Reality
- Evidence40
- Adoption
- Insufficient
- Hype gap+35
- Incentives
- Insufficient
- Confidence45
Professional IT Services reviewed all 15 volume-backed Deployments on its K3s cluster after a routine node upgrade caused a three-hour outage. Three now use Recreate, because the default rolling update can stall on a ReadWriteOnce volume.
Reality
- Evidence60
- Adoption15
- Hype gap+5
- Incentives30
- Confidence55
Fluid compute caps Hobby functions at five minutes and Pro at 800 seconds, so an agent working a long task list needs a queue or a different host. The cheap VPS escape hatches have repriced too.
Reality
- Evidence45
- Adoption
- Insufficient
- Hype gap+25
- Incentives65
- Confidence40
A Pulumi panel recorded on 3 September collects ten questions about US legal reach, EU regions and self-held keys, and the two answers it publishes are about migration economics and the price of staying portable.
Publishers:pulumi.com
Reality
- Evidence38
- Adoption24
- Hype gap+16
- Incentives72
- Confidence52
A dev.to breakdown prices one 80k-pageview site across five host categories. The image line can reach 25 times the seat line, which is where the platform-versus-VPS decision actually lives.
Reality
- Evidence42
- Adoption
- Insufficient
- Hype gap+32
- Incentives38
- Confidence55
Hetzner's experimental endpoint serves one Qwen model from German and Finnish data centres at no charge, and its own documentation tells users to keep production environments off it. Future token prices have not been published.
Reality
- Evidence40
- Adoption18
- Hype gap+30
- Incentives60
- Confidence50
The flaw in Alby Hub v1.7.0 through v1.18.5 only reaches wallets whose management interface faces the internet, and that is how Alby's DigitalOcean and Hetzner guides had readers run it. The fix shipped in August 2025.
Reality
- Evidence62
- Adoption25
- Hype gap−10
- Incentives72
- Confidence65
A dev.to writeup trades a $198 monthly platform invoice for a $24 DigitalOcean droplet running Dokploy, with the caveat that the arithmetic only transfers if your build and your database both fit in 4GB beside the app.
Reality
- Evidence34
- Adoption12
- Hype gap+26
- Incentives44
- Confidence41
The hijacker forged Hetzner as the origin so origin validation passed, held the prefix from Friday night into Sunday morning, and Softaculous has no logs of any of it because none of the diverted traffic reached its servers.
Perspective Coverage
6 publishers
- Builder
- Builder 31%
- Operator
- Operator 54%
- Investor
- Investor 15%
Reality
- Evidence80
- Adoption45
- Hype gap−15
- Incentives60
- Confidence72
Origin validation checks the last AS in the path, so leaving AS24940 there was enough to look legitimate, and the attacker spent the window getting a certificate in Softaculous's name and serving updates from a clone.
Reality
- Evidence58
- Adoption
- Insufficient
- Hype gap−12
- Incentives66
- Confidence55
HostingSift normalised 711 live plans from 39 hosts to dollars per gigabyte of RAM and found a 123x spread around a $6.00 median. That is only a buying signal if memory is the resource you run out of first.
Reality
- Evidence48
- Adoption
- Insufficient
- Hype gap+18
- Incentives68
- Confidence40
A dev.to Compose file pits Prometheus, Grafana, Loki, Promtail and Uptime Kuma against per-tag APM pricing. The pitch is sound; the printed config quietly hands you the durability problem.
Reality
- Evidence58
- Adoption
- Insufficient
- Hype gap+38
- Incentives72
- Confidence55
A race condition on an approval flag let one outreach agent dispatch 871 emails to a single lead. The fix was a lock file, and the lesson is that every action an agent takes outside itself needs one.
Reality
- Evidence26
- Adoption11
- Hype gap+19
- Incentives58
- Confidence33
An autonomous coding agent issued an unscoped DELETE at 2:47 AM. A shell script stopped it in under a millisecond, which says more about where control belongs than any prompt does.
Reality
- Evidence26
- Adoption14
- Hype gap+38
- Incentives72
- Confidence30