xflow
Agentic modernization of a live AI messenger and its continuous-delivery process.
xflow is a flow-state messenger that prioritizes conversations across Telegram and WhatsApp and prepares the next useful response. Relux Works moved its fast-moving codebase onto an agent-operated engineering system.
- Status
- Live product
- Engagement
- Agentic modernization
- Technical context
- iOS · AI agents · Telegram · WhatsApp · Agent harness
The brief
The product was already alive and shipping. The constraint was not whether AI could create more code, but whether agents could change a growing product repeatedly without losing intent, context, or delivery control.
Engineering work
- 01
Map product behavior and code boundaries before changing the development system.
- 02
Introduce a scoped agent harness with repeatable context, checks, and delivery workflows.
- 03
Keep active product work moving while the codebase gains structure around it.
Outcome
The work established a scoped agent harness with repeatable context, checks, and delivery workflows for the live codebase.
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