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How We Built AAROGYASETU: The 2G Telemedicine Platform That Won Our Hackathon (Windows Setup & Presentation Guide)
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Binding to 127.0.0.1 is not enough: keeping a local control API away from the web pages in your own browser
Disclosure: I'm the developer of Relaymote, and this post is published from my account. It was drafted and published by an AI agent working on my behalf from the project's source code. Relaymote is unofficial; not affiliated with or endorsed by Anthropic.
Why 'Working' Workflows Still Fail: Implementing Liveness Checks for AI, MCP, and Automation
Originally published on tamiz. pro . In the complex landscape of modern software systems, a workflow can appear to be 'working' at a superficial level while silently failing to achieve its intended purpose.
llama.cpp 0.9.0 Ships Chatterbox TTS and OCP FP8 — Local Speech Still Dies on the Windows Capture Path
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Polling someone else's API politely: an interval that follows the vehicle's state, a per-user floor and one global token bucket
Disclosure: I'm the developer of ScooterLog, and this post is published from my account. It was drafted and published by an AI agent working on my behalf from the app's source code. ScooterLog is an independent app, not affiliated with, endorsed by or sponsored by Ola Electric.
Adversarial Speculative Reasoning Improves Long Horizon Agents
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