The Challenge
Distributed teams struggle to extract the signal from the noise of daily async standups. Teams stop reading the updates completely, causing critical blocking dependencies to slip and projects to delay.
Implementation
Serverless product engineering meeting LangGraph AI.
Next.js + Supabase CoreBuilt the core SaaS experience using modern Next.js 14 and Supabase for real-time data push and role-based access control.
LangGraph Multi-agent workflowImplemented a complex state machine using LangGraph. Separate agents handle summarization, blocker-detection, and Slack nudging to prevent conflated reasoning.
Observability with LangSmithEvery multi-agent run is fully traced in LangSmith, ensuring prompt drift and token exhaustion can be detected immediately in production.
Stripe Billing StubTied all agent operational token consumption back to simple Stripe usage-based billing mechanisms for the overarching MVP.
500+
Daily updates digested automatically
~0
Missed critical dependencies
6 Weeks
From spec to production release
Need a truly agentic MVP?
We build production-grade web applications that happen to use advanced multi-agent orchestrations.