Insights

Long-form writing on AI implementation, security testing, and production engineering—published on Medium.

Jan 10, 2026

Software Supply Chain Security for Modern Teams (2026): SBOM, CI/CD Hardening, and Third-Party Risk

Jan 10, 2026

LLM & AI Agent Security (2026): Prompt Injection, Data Leakage, and Production Guardrails

Jan 06, 2026

Software Development Agency vs In-House Team (2026): Cost, Speed, and When to Choose Which

Jan 04, 2026

Penetration Testing in Finland (2026): Pricing, Process, and What Companies Should Expect

Jan 04, 2026

AI That Ships: A Practical Guide to Building Reliable AI Agents in Production