Your dev team doesn't need
another AI subscription.

One command. Full AI coding stack. Runs on the developer's laptop. Code never leaves your network.

$0per seat / month
90%token cost reduction
200msautocomplete latency
bash <(curl -fsSL https://raw.githubusercontent.com/subzone/ai-workstation-bootstrap/main/scripts/install-interactive.sh)

What your developers get

Everything installs in under 5 minutes. Works offline after setup.

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Inline Autocomplete

Ghost text suggestions as you type. Same UX as Copilot. Local model, zero latency penalty.

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AI Chat in Editor

Cmd+L to ask about code. Explain, refactor, debug โ€” context-aware, in your IDE.

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Codebase Search

Semantic search across your entire repo. "How does auth work?" โ†’ finds the actual code.

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Auto Standups

Reads git + Jira. Writes your standup. Posts to Slack at 9am. You never think about it.

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Security Scan

Pre-commit hook. Catches secrets, SQLi, XSS before push. No external service needed.

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Test Generation

Point at a file. Get tests. Detects your framework. Writes to the right directory.

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Sprint Reports

Friday 4pm: auto-generates a markdown summary for your manager. From real activity, not vibes.

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Error Explainer

Paste a stack trace. Get root cause + fix suggestion. Cross-referenced against your code.

The 80/20 rule for AI costs

80% of AI queries your team sends are things a free local model answers in 200ms. Stop paying for those.

80% LOCAL โ€” FREE
20%
Autocomplete, tests, explain, standup, review Architecture decisions, complex debugging
All-cloud (Copilot + API)
$4,400/mo
โ†’
80/20 split (this setup)
$300/mo

For a 20-developer team. Local handles the volume. Cloud only for the hard stuff.

Privacy is the default, not a feature

There's no toggle to turn on. Your code physically cannot leave the machine.

Cloud AIThis setup
Code privacySent to external serverslocalhost only
Internet neededAlwaysNever (after install)
DLP reviewRequiredNot needed
Vendor lock-inHighZero โ€” swap models anytime
Cost controlPer-seat + per-tokenFixed: $0

Try it in 5 minutes

One command. Works on macOS, Linux, Windows. Deploys to teams via Intune.

View on GitHub โ†’