Engineering judgment, made visible.

Public-safe case studies about systems, security, telemetry, and disciplined AI-assisted engineering.

01AGENTIC ENGINEERING

AI-Assisted Software Development Control Plane

A reusable operating model for disciplined, auditable software work with coding agents.

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01Task contract
02Agent execution
03Evidence packet

human review · quality gate · test gate · reconciliation

02SYSTEMS / SECURITY

Endpoint Security & Windows Systems

Low-level Windows engineering across filtering, drivers, diagnostics, and kernel/user-mode boundaries.

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01Kernel signals
02Policy / agent
03Telemetry + response

IRQL awareness · synchronization · diagnostics · reliability

03TELEMETRY / RELIABILITY

Realtime Telemetry & Validation Systems

Instrumenting event pipelines so that freshness, backpressure, replay, and failure are observable rather than guessed.

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01Producers
02Bounded pipeline
03Evidence / replay

freshness · queue depth · saturation · failure evidence