Risto Holappa

AI-Native Technical Leadership

About

CTO & consultant specializing in AI-accelerated development and legacy modernization for Nordic enterprises. 10+ years transforming complex systems with modern cloud architecture. Proven track record: modernized old platforms serving 300,000+ users with many times faster delivery.

Badges

Tastemaker

Gone streaking

Gone streaking 5

Maker History

DevometricMake your team AI-native
Jan 2026

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Joined Product HuntSeptember 16th, 2025

Forums

p/stackpact-ai

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2mo ago

How do you see airgapped/self-hosted AI fitting into enterprise security requirements?

For context I work with teams in regulated industries where cloud AI services are often blocked by security/compliance (think SOC 2, HIPAA, FedRAMP, or just strict internal policies about code leaving the network). The usual workaround is... nothing. Teams just don't get AI assistance.
So discussing here on:
- What's driving the demand for airgapped AI? Is it primarily compliance requirements, or are you seeing general enterprise nervousness about proprietary code going to third-party APIs?

- How does local Llama 4 perform for real coding assistance compared to Claude/GPT-5 etc..? Is the tradeoff acceptable, or do most self-hosted users eventually connect to cloud providers anyway?

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2mo ago

Devometric - Make your team AI-native

Most AI training is generic courses disconnected from daily work. Devometric embeds directly into your internal tools. Measurable AI nativeness scores for every team member. Team-level dashboard showing adoption and skill gaps. Self-hosted option for security-conscious teams. Flat pricing with unlimited users. Always current with the latest AI tools and techniques.