buildOne report1 publisher Gremlin has made Foresight AI generally available, an add-on whose agents plan chaos tests, run them, propose fixes and rerun the original test. Every test and every fix still needs an engineer's sign-off, so human review moves to an approval queue.
Reality
- Evidence30
- Adoption
- Insufficient
- Hype gap+25
- Incentives60
- Confidence40
buildOne report1 publisher Gremlin released Foresight AI on October 7th to propose fixes for the faults its chaos tests expose. The launch came with no beta accuracy or acceptance figures, so reliability teams have only their own supervised trials to judge whether those fixes hold.
Reality
- Evidence30
- Adoption
- Insufficient
- Hype gap+45
- Incentives80
- Confidence35
Frederic Bull says his team processed just over nine times the vulnerability volume in a year without adding headcount and cut time to remediate by 5%, a self-reported figure with no absolute counts behind it.
Reality
- Evidence26
- Adoption22
- Hype gap+34
- Incentives58
- Confidence48
buildOne report1 publisher Gremlin's walkthrough stalls a node drain after evicting one of four nginx replicas. The same budget leaves the Deployment controller and the Horizontal Pod Autoscaler free to delete pods directly, because they never call eviction.
Publishers:gremlin.com
Reality
- Evidence55
- Adoption
- Insufficient
- Hype gap+12
- Incentives55
- Confidence58
buildOne report1 publisher Gremlin's walkthrough of topology spread constraints is sound mechanics. Its own worked example still permits three of four replicas in one region, and the setting it recommends cannot enforce anything.
Publishers:gremlin.com
Reality
- Evidence54
- Adoption
- Insufficient
- Hype gap+38
- Incentives72
- Confidence56