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Reverse Engineering in the AI Era: Why the Work Matters More, and How AI Changes the Workflow
Reverse Engineering Analysis

Reverse Engineering in the AI Era: Why the Work Matters More, and How AI Changes the Workflow

A practical article on why reverse engineering became more valuable in the AI era, where AI accelerates the work, and where human validation still decides the answer.

C++, Rust, and the Windows Kernel: Where Safety Helps and Boundaries Still Bite
C++ Analysis

C++, Rust, and the Windows Kernel: Where Safety Helps and Boundaries Still Bite

A practical read on where Rust helps in Windows low-level work, where C++ still remains the default, and why the real design problem is the boundary.

Killing 360 Reviews: How We Stopped Rating People and Started Managing Work
Systems Engineering Analysis

Killing 360 Reviews: How We Stopped Rating People and Started Managing Work

A field note on why 360 reviews damaged trust in small teams, what they hid from managers, and what replaced them instead: delivery metrics, transparent status, and work-based management.

Technical PoC Engineering for Frontier Systems: When a Prototype Should Earn the Next Step
Systems Engineering Analysis

Technical PoC Engineering for Frontier Systems: When a Prototype Should Earn the Next Step

A practical guide to technical PoC engineering for frontier systems, showing how prototypes earn confidence, expose risk, and justify the next move.

Secure OTA for Embedded and AI Devices: Updating Without Breaking Trust
Embedded Systems Analysis

Secure OTA for Embedded and AI Devices: Updating Without Breaking Trust

A guide to secure OTA update design for embedded and AI devices, including signatures, staged rollout, rollback rules, and field-safe delivery.

Safe C++ Rust Interop: FFI Boundaries That Do Not Rot Under Delivery Pressure
Systems Engineering Analysis

Safe C++ Rust Interop: FFI Boundaries That Do Not Rot Under Delivery Pressure

A deep dive into safe C++ and Rust interop, ABI boundaries, ownership rules, diagnostics, and integration patterns that survive long-running delivery.

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