Journal
Dispatches on durable, auditable runtimes, long-horizon agents, and the calm craft of building software that can hold more context than a single human day.
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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.
Read postFrontier-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.
One declarative config turns an objective into a production agent — and the same agent answers from your app, your Slack, and your back office. Easy to set up. Reliable everywhere.
Introducing Coresource — built to engineer for days, not minutes.