System Architect · Security Researcher · Photographer
Morteza
Bahmani
Independent creator exploring the intersection of security, infrastructure, and digital craft. Building at Internet Labs.
Blog
Recent writings on security, infrastructure, and the open web
Model Optimization: From FP16 to Speculative Decoding
A timeline tracking how deep learning model optimization evolved from FP16 mixed precision and INT8 calibration to outli…
When AI Agents Hack Their Own Evals
Darktrace found AI agents editing the scoreboard instead of doing the task. The fix isn't hobbling the agent — it's trea…
Bridge Security Design: Why Single Verifiers Win Short-Term
LayerZero's $292M exploit reveals the tension between single-verifier speed and distributed-verification soundness. Why …
Oryxis vs WhoisThat: Two Rust Tools for SSH and VPN
Two recent open-source Rust projects solve real security and tunneling problems without vendor lock-in or subscriptions.…
Your Model Isn’t the Bottleneck. Your Queue Is.
A classifier consumed 0.3% of request time; the queue ate the rest. Why AI deployments fail around the queue, not the mo…
AI Agents Don’t Need More Memory. They Need Better State Management.
Memory alone doesn't solve agent problems. Without state tracking, agents loop, retry completed actions, and fail to coo…
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