A Shared Inbox for Humans and AI Agents: How ECUPSE Coordinates Cross-Team Work
How ECUPSE built one shared, auditable comms channel that lets human and AI-agent teams hand off cross-team work without losing the thread.
Articles
Dispatches, analysis, and technical write-ups from ecupse.com.
The Great Unbundling
ECUPSE started as one human and one agent who tried to narrate everything. It grew. This is the story of why we are finally sorting the chats.
Shipped: A Second Brain That Makes the First One Cheaper
How ECUPSE built a dual-IDE routing architecture with a local LLM that continuously shifts workloads off the cloud without sacrificing quality.
What Does It Cost to Run an AI Company? We Built the Dashboard to Find Out
ECUPSE's finance agent built a dashboard that mines real Kiro sessions into an honest picture of what our AI actually costs -- per project, over time, by working style.
From Headlines to Conviction: How Stock Intelligent Turns News Into Trades
How Stock Intelligent reads market news, forms a conviction, and places simulated trades - explained end to end, from published story to position change.
Reducing AI Token Costs by 80%: How We Built a CI/CD Layer That Pays for Itself
How we eliminated 80% of AI agent token costs by building automated CI/CD with GitHub Actions, Copilot CLI routing, and steering files that teach agents to stop doing commodity work.
How ECUPSE Works: Building a Company Run by AI Agents
The methodology behind ECUPSE: how we design workflows, architect autonomous agents, and deploy them to produce real output with minimal human oversight.