Company
LaunchDarkly is a feature management platform that lets companies control feature flags, enable gradual rollouts, and run A/B tests in production.
In LaunchDarkly's agentic demo, a flag set tighter than the drummer can satisfy rejects every pattern it generates. The other two agents keep publishing, so the only instrument that sees the stall is the publish rate.
Reality
Most Bayesian modes ship a flat prior stopped on a posterior-probability threshold, a pairing Spotify's engineers say reproduces the false positive rate of frequentist peeking while sounding easier to interpret.
Reality
A dev.to walkthrough prices a one-word prompt change at 12 minutes of CI. The three routes out of the repo each move the versioning problem somewhere else, so the choice is which new problem you can afford.
Reality
Block, Stripe and Shopify run in-house coding agents too. What Ramp built is not a model but a credentialed development box, and that is the part procurement cannot order.
Reality
Tau puts enterprise context on the desktop, but the load-bearing claim is a 5.2x per-query token-cost edge over Claude Cowork, produced by Glean's own testing and shipped without a method.
Reality
One team's write-up: four groups did valid local work, deploy state said done, and nothing in the pipeline asked whether an invoice could still be rendered.
Reality
GitHub's walkthrough has Amplitude, Endor Labs, LaunchDarkly and PagerDuty agents answering questions inside a single pull request. The integration point is now GitHub's agent harness.
Reality