The home server's Ollama doesn't have gpt-oss:20b pulled; qwen3:14b is
already there and is what mammon's chat agent uses. Switching the default
now so the first deploy passes the /healthz ollama probe without an extra
`ollama pull` step. The spec lists gpt-oss:20b as a concrete example;
qwen3:14b is equally on-prem and Ollama-structured-output-compatible.
Touched: AppConfig default, BankStatementHeader Request.default_model,
.env.example, setup_server.sh ollama-list check, AGENTS.md, deployment.md,
live tests. Unit tests that hard-coded the old model string but don't
assert the default were left alone.
Also: ASCII en-dash in e2e_smoke.py Paperless-style text (ruff RUF001).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Establishes ix as an async, on-prem, LLM-powered structured extraction
microservice. Full reference spec stays in docs/spec-core-pipeline.md;
MVP spec (strict subset — Ollama only, Surya OCR, REST + Postgres-queue
transports in parallel, in-repo use cases, provenance-based reliability
signals) lives at docs/superpowers/specs/2026-04-18-ix-mvp-design.md.
First use case: bank_statement_header (feeds mammon's needs_parser flow).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
