Philosophy in practice
Local-first AI tools (and when cloud still wins)
Local-first does not mean “never use a network.” It means the default path works on your machine, with explicit consent for anything that leaves. That default is how we design Continuum, skill gates, and many ClawHub utilities.
Benefits you can feel
- Privacy — fewer accidental secret uploads.
- Cost — hashing a file locally is free; stuffing logs into a paid API is not.
- Reproducibility — stdlib scripts behave the same offline.
- Consent clarity — flags like
--i-consentmake writes intentional.
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When cloud is the right tool
Use hosted models for broad knowledge, multimodal leaps, or collaboration you cannot run locally. Be explicit: paste only redacted context; keep source of truth on disk; seal results.
A decision table
| Job | Prefer local | Prefer cloud |
|---|---|---|
| File hash / claim verify | yes | no need |
| Skill risk scan | yes | optional second opinion |
| Creative brainstorm | small models ok | frontier models shine |
| Public search synthesis | limited | often better |
chatagent.ca itself is a static educational site: content is public, tools that touch your files explain that they run in-browser or as local scripts.
