Files
AILang/experiments/2026-05-12-cross-model-authoring
Brummel 29625e7262 feat(cma): revive cross-model harness corpus to current language (refs #68)
The cma authoring-form harness corpus had gone dead against the language
as it evolved since May. The plan modelled it as merely schema-dead
(missing param_modes/ret_mode); it was also drift-dead in the example
BODIES. Fixed in place, with `ail check` + both test suites as the oracle:

- Schema: param_modes/ret_mode completed on every fn type; existing
  borrow annotations preserved (data_with_match's borrow over List).
- Symbol drift: `<`/`==` -> `lt`/`eq` (operator-routing); the removed
  `io/print_int` op -> print_str(int_to_str n) followed by a newline
  print, preserving the trailing newline the references' expected_stdout
  needs.
- Ownership/ADT restructures: data_simple's reuse-as now wraps the
  source in a match arm (ctor must be statically visible);
  data_with_match's count_via_letrec + local go switched borrow->own
  (consume-while-borrowed under the tightened ownership analysis;
  head_or_zero still exercises borrow over the boxed List).
- param_modes_all rewritten to own (Int) + borrow over a boxed ADT --
  (borrow Int) is now a borrow-over-value error.
- Two new author-facing examples (loop_sum: Loop/Recur; new_rawbuf: New)
  cover the Term variants that landed since May.
- spec_completeness.rs: drop the deleted ParamMode::Implicit; cover
  Loop/Recur/New; allowlist the non-authorable Term::Intrinsic out.
- spec.md section 4 rewritten to own/borrow (mandatory, no implicit)
  with the borrow-over-value rule; rendered/ regenerated.
- mock_full_run fixture's t3 turn-2 program migrated so the harness
  score assertions hold; usage fields untouched.

Both render/ and harness/ cargo test suites green in mock mode; no live
IONOS call. Run the harness budget/reference tests with AIL_BIN pointing
at target/debug/ail (ail is not on PATH in the test env).
2026-06-02 17:08:30 +02:00
..

Cross-model authoring-form test

Empirical measurement of whether .ail.json or .ail is the form a foreign LLM author reaches for and succeeds with. Single subject for v1: Qwen3-Coder-Next via IONOS. Two blind cohorts; same four tasks.

Parent spec: docs/specs/0017-cross-model-authoring-form-test.md.

Layout

  • master/spec.md — canonical mini-spec source (form-agnostic prose + {form-only: X} blocks + {example: id} markers).
  • master/examples/*.ail.json — AST source-of-truth; each example prints to either form via the existing roundtrip machinery.
  • master/tasks/*.task.json — task definitions consumed by the harness. Authored in cma.2, not cma.1.
  • render/ — standalone Cargo crate, outside the root workspace, builds the renderer binary.
  • rendered/json.md, rendered/ail.md — projected mini-specs, checked into the repo for review.
  • harness/Authored in cma.2.
  • runs/<date>-<hash>/ — populated by harness during a live run.

Running the renderer

cargo run --manifest-path experiments/2026-05-12-cross-model-authoring/render/Cargo.toml -- \
    --master  experiments/2026-05-12-cross-model-authoring/master \
    --rendered experiments/2026-05-12-cross-model-authoring/rendered

Running the tests

cargo test --manifest-path experiments/2026-05-12-cross-model-authoring/render/Cargo.toml

Three integration tests: example_roundtrip (each example loads, prints to AIL, reparses to the same canonical bytes), spec_completeness (every AST variant in ailang_core::ast is exercised by at least one example), token_balance (form-only blocks balanced within ±5% across the two rendered files).

Running the harness

Live mode (one full eight-run sweep, ~480k tokens budget by default):

export IONOS_API_TOKEN="<token>"   # see roadmap entry for token provenance
cargo run --manifest-path experiments/2026-05-12-cross-model-authoring/harness/Cargo.toml -- \
  --rendered experiments/2026-05-12-cross-model-authoring/rendered \
  --tasks    experiments/2026-05-12-cross-model-authoring/master/tasks \
  --out      experiments/2026-05-12-cross-model-authoring/runs \
  --model    Qwen/Qwen3-Coder-Next

The harness pre-flights ail --version and clang --version before the first API call. Set AIL_BIN if ail is not on PATH.

Mock mode (offline; CI-friendly; bypasses the IONOS API):

cargo run --manifest-path experiments/2026-05-12-cross-model-authoring/harness/Cargo.toml -- \
  --rendered experiments/2026-05-12-cross-model-authoring/rendered \
  --tasks    experiments/2026-05-12-cross-model-authoring/master/tasks \
  --out      /tmp/mock-runs \
  --model    mock \
  --mock     experiments/2026-05-12-cross-model-authoring/harness/tests/fixtures/mock_full_run.json

Tests:

cargo test --manifest-path experiments/2026-05-12-cross-model-authoring/harness/Cargo.toml

Five suites: inline --lib unit tests for strip_locations (5), plus integration tests strip_locations against captured stderr fixtures (5), verify_references (1, drives every reference through the real ail+clang pipeline), mock_full_run (1, full eight-row mock E2E), budget_abort (1). Total 13 passed.