Journal

Notes from the horizon.

Dispatches on durable, auditable runtimes and long-horizon agents.

Build a CI Agent with Coresource
Coresource AI7 min

Build a CI Agent with Coresource

Your pipeline enforces everything a machine can check mechanically. Coresource lets you put an agent in CI that enforces the standards you define and trust it as a required check.

ciagentscompliancefedrampreliabilitysdk
Read the post

2026


6 min

Building Reliable Agents: Close enough is not good enough

Open models already match frontier performance at a fraction of the cost. But cheap and capable is not the same as reliable. Reliability is the missing piece Coresource solves. Reliable AI is what turns an investment into a value driver.

6 min

Doing more with less

Frontier-level agent performance comes from how the run is structured, not from how big the model is. Prism on the open DeepSeek V4 Flash matches agents built on the largest proprietary models at 14–32× less cost — and the architecture explains why.