The mcp trust registry and lake stability
It has been almost a month since the last major research update for repOptics. The context lake has grown and we have been busy wiring up new capabilities to measure repo trust and drag. The big headl

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Articles tagged with #repoptics
It has been almost a month since the last major research update for repOptics. The context lake has grown and we have been busy wiring up new capabilities to measure repo trust and drag. The big headl

The biggest number is not always the story

The next AI coding problem is repo drag

When the port.io pattern meets vertex ai A friend suggested, "get repOptics into Vertex AI." what followed was exactly the kind of deep dive we engineered the port.io sprint for: look at the existing

The polarity problem A number that fights its own label RepOptics has seven scoring categories. Six of them are named after a thing you want more of: decisions, architecture, governance, delivery, dependencies, security. The seventh was named after a...

repOptics recalibration: from community pain to calibrated scoring When we first launched repOptics, the scoring engine was incredibly fast, but honestly, it was painfully tone-deaf. We were judging e
