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weekly repo health research from repOptics — tracking what actually changes, what stays stable, and what signals are strong enough to act on. built for AI-native teams who need better optics, not louder grades. let me know what you think here.
originally I posted this up on LinkedIn to tell that network about what this project is all about.
repOptics is a free forever project, if it brings value to your work and you'd like to support it, please consider buying me a coffee every little bit makes a difference.
The problem I met with my friend julio last night and we talked about the current market of ai builders. Everyone is building agents and wrappers, but how many of them are actually testing their produ
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
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 next AI coding problem is repo drag
The biggest number is not always the story
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
