Agent harnesses & small models in production
The Fifth Elephant - Hyderabad meetup
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Karun Japhet A Green Harness Is Not a Healthy HarnessInstrumenting your coding agent’s harness against silent failure more
Type of submission: 30 mins talk
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Prudhvi Krovvidi Good Enough for What?Session description I keep getting asked some version of the same question - is this smaller, cheaper model good enough to replace the hosted one - and I’ve had to answer it three times this year, and got it wrong on the first pass every time, not because the model was bad but because I was reading the wrong number. Tesseract, a free local OCR engine, looked almost as good as hosted frontier OCR … more
Type of submission: 30 mins talk
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Ravi Kiran Vemula Gantry: Openclaw for your companyDescription Every client project at KnackLabs wanted the same thing: an agent that works like a coworker. It knows who it is talking to, whether the message comes from Slack, Teams, or inside the product. It remembers past conversations with that person. It has the access an employee would have, and only that. So it became Gantry: a self-hosted agent runtime that teams embed through an SDK, call … more
Type of submission: 30 mins talk
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