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Solved a persistent MacBook M1 screen glitch by resetting the LaunchServices database using lsregister -kill, fixing system UI and flicker issues instantly after all else failed.
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AI chatbots that always agree can feel supportive, but they risk reinforcing self-doubt, overthinking, and emotional dependence especially in vulnerable people. They often miss warning signs like crisis or delusional thinking. Safer designs need more grounding, challenge, memory, and human oversight. Use AI as companion, not counselor.- Published on
How I architected a modular, self‑hosted persona engine using FSMs, microservices, and ML for conversion-focused chat systems- Published on
Learn how a single Puppeteer token hack powered a lightweight Python pipeline that maps top Ethereum holders to their Twitter & LinkedIn profiles.- Published on
How we won a 36-hour hackathon by ditching complex AI orchestration frameworks for bare-bones RAG implementation. A practical guide to building real-time Google Drive knowledge bases, debugging dependency hell, and why simple microservices beat opaque abstractions in high-pressure environments.