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Sponsor6 use cases
Reason Network is a free, open-source, peer-to-peer engine that lets different agents, such as Grok Bot, Claude Code and Codex, talk to each other. The idea is for the whole team to put their agents on the same network so their work doesn't collide when they're coding at the same time.
Christian Schaller of Red Hat gave Claude Code control of a Windows VM running the vendor driver and captured the USB traffic from the Linux host. By comparing captures from the official driver with those from the driver in progress, the agent built a SANE backend for an unsupported film scanner and later fixed the MIPI camera on his laptop.
Linus Torvalds steered Claude Code at a long-standing kernel bottleneck where many threads reading the same file fight over the folio reference count. The agent wrote the implementation, the test programs, the review and the first draft of the cover letter, and Torvalds ran the benchmarks on his own machine.
Up to 16 coding agents spent 3 months rebuilding a first-person shooter, coordinated through GitHub issues and a Discord channel, with a script that only accepts functions that are byte-for-byte identical to the original.
Cockroach Labs organized its agents into hospital roles (triage, Fellow, reviewer, discharge) running on GitHub Actions: no code ships without a reviewed plan, and every merge goes through a final audit.
Ripple Treasury (Ripple's treasury management platform) used Devin playbooks to build a triage system called Guardians 2.0: four agents modeled on engineering roles investigate every customer-reported bug and deliver a technical analysis, steps to reproduce and a development plan. A fifth agent reproduces and fixes the bug in a real Windows environment.
6 use cases
Reason Network is a free, open-source, peer-to-peer engine that lets different agents, such as Grok Bot, Claude Code and Codex, talk to each other. The idea is for the whole team to put their agents on the same network so their work doesn't collide when they're coding at the same time.
Christian Schaller of Red Hat gave Claude Code control of a Windows VM running the vendor driver and captured the USB traffic from the Linux host. By comparing captures from the official driver with those from the driver in progress, the agent built a SANE backend for an unsupported film scanner and later fixed the MIPI camera on his laptop.
Linus Torvalds steered Claude Code at a long-standing kernel bottleneck where many threads reading the same file fight over the folio reference count. The agent wrote the implementation, the test programs, the review and the first draft of the cover letter, and Torvalds ran the benchmarks on his own machine.
Up to 16 coding agents spent 3 months rebuilding a first-person shooter, coordinated through GitHub issues and a Discord channel, with a script that only accepts functions that are byte-for-byte identical to the original.
Cockroach Labs organized its agents into hospital roles (triage, Fellow, reviewer, discharge) running on GitHub Actions: no code ships without a reviewed plan, and every merge goes through a final audit.
Ripple Treasury (Ripple's treasury management platform) used Devin playbooks to build a triage system called Guardians 2.0: four agents modeled on engineering roles investigate every customer-reported bug and deliver a technical analysis, steps to reproduce and a development plan. A fifth agent reproduces and fixes the bug in a real Windows environment.