Mike Swanson
936ea49b33
Windows Store python3 stub returns exit 49 instead of running Python. Replace with: py (Windows launcher) for actual Python code, jq for simple JSON extraction. Reorder fallback loops to try py first. Add Bash(py:*) to settings.local.json allowlist. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2.2 KiB
2.2 KiB
Ollama — Local AI Reference
Ollama runs on Mike's workstation (DESKTOP-0O8A1RL) with GPU acceleration. Available to all team members via Tailscale.
Models
| Model | Size | Use For |
|---|---|---|
qwen3:14b |
9.3 GB | Summarization, classification, data extraction, drafting |
codestral:22b |
12 GB | Code generation, refactoring suggestions, docstrings |
nomic-embed-text |
274 MB | Embeddings only (used by GrepAI) |
Endpoints
- DESKTOP-0O8A1RL (local):
http://localhost:11434 - Any other machine (Tailscale required):
http://100.92.127.64:11434
Check reachability:
curl -s http://100.92.127.64:11434/api/tags | jq -r '.models[].name'
If it fails: verify Tailscale is connected (tailscale status) and Mike's workstation is online.
Access Control
- Port 11434 allowed ONLY from Tailscale subnet (100.0.0.0/8)
- NOT exposed to LAN, VPN, or internet
- Binding:
OLLAMA_HOST=0.0.0.0:11434(firewall restricts)
Calling Ollama
Resolve endpoint from identity.json first:
OLLAMA=$([ "$(jq -r .machine .claude/identity.json 2>/dev/null)" = "DESKTOP-0O8A1RL" ] \
&& echo "http://localhost:11434" || echo "http://100.92.127.64:11434")
Preferred one-liner (avoids shell escaping):
py -c "
import urllib.request, json, sys
url = 'http://localhost:11434/api/generate'
body = json.dumps({'model':'qwen3:14b','prompt': sys.argv[1],'stream':False}).encode()
res = json.loads(urllib.request.urlopen(urllib.request.Request(url, body)).read())
print(res['response'])
" "Your prompt here"
For code suggestions, swap qwen3:14b for codestral:22b.
When to Use Which Model
| Task | Model |
|---|---|
| Summarize logs, diffs, session notes | qwen3:14b |
| Classify bug type, severity, category | qwen3:14b |
| Extract structured data from text | qwen3:14b |
| Draft commit message from diff | qwen3:14b |
| Suggest refactor for a function | codestral:22b |
| Docstring / comment generation | codestral:22b |
Review Policy
- Low-stakes output (summary, classification, draft) — use directly
- Code suggestions from codestral — always review before applying
- Never use Ollama for: auth decisions, credential handling, production migrations, security review