[codex] publish LAI platform milestones

[N3uralCreativity]

What changed

This publishes the local LAI platform work accumulated on the protected main branch into a reviewable draft PR.

The branch includes:

• the orchestration core, routing, providers, persistent jobs, and API/dashboard surfaces
• worker service, stale-job recovery, execution telemetry, smoke diagnostics, and workstation validation
• recent fixes for local Transformers execution and provider regression coverage

Why it changed

Direct pushes to main are blocked by repository protection rules, so the safest path was to push the current work to a dedicated branch and open a PR for CI and review.

User and developer impact

• the full local LAI platform work is now on GitHub under a shareable branch
• CI can run against the protected-branch workflow
• follow-up changes should target this branch or future feature branches instead of direct local-only main

Root cause

The remote repository requires pull requests and the ci status check before updating main.

Validation

• ruff check src tests
• pytest (37 passed, 5 skipped)
• local route explanation and dashboard health checks
• real local small-model run via the project .venv

[qodo-code-review]

CI Feedback 🧐

A test triggered by this PR failed. Here is an AI-generated analysis of the failure:

Action: test

Failed stage: Pytest [❌]

Failed test name: tests/unit/test_routing.py::test_routing_prefers_deep_work_for_complex_prompt

Failure summary: The GitHub Action failed because the pytest suite had a failing unit test: - tests/unit/test_routing.py::test_routing_prefers_deep_work_for_complex_prompt failed at tests/unit/test_routing.py:42. - The test expected decision.executor_model_id to be execution-large, but the routing engine returned openai-general (while decision.matched_tier_id was deep-work). - This assertion failure caused pytest to exit with code 1, failing the workflow.

Relevant error logs: 1: ##[group]Runner Image Provisioner 2: Hosted Compute Agent ... 292: collected 42 items 293: tests/integration/test_orchestration.py ..... [ 11%] 294: tests/live/test_local_smoke.py ss [ 16%] 295: tests/live/test_provider_smoke.py sss [ 23%] 296: tests/unit/test_api.py ........... [ 50%] 297: tests/unit/test_config.py . [ 52%] 298: tests/unit/test_evals.py .. [ 57%] 299: tests/unit/test_layout.py .. [ 61%] 300: tests/unit/test_observability.py . [ 64%] 301: tests/unit/test_providers.py . [ 66%] 302: tests/unit/test_recovery.py .. [ 71%] 303: tests/unit/test_routing.py F. [ 76%] 304: tests/unit/test_smoke.py .... [ 85%] 305: tests/unit/test_worker_service.py .... [ 95%] 306: tests/unit/test_workstation.py .. [100%] 307: =================================== FAILURES =================================== 308: ______________ test_routing_prefers_deep_work_for_complex_prompt _______________ 309: tmp_path = PosixPath('/tmp/pytest-of-runner/pytest-0/test_routing_prefers_deep_work0') 310: repo_root = PosixPath('/home/runner/work/LAI/LAI') 311: def test_routing_prefers_deep_work_for_complex_prompt(tmp_path, repo_root) -> None: 312: app = _make_application(tmp_path, repo_root) 313: decision = app.routing_engine.route( 314: ExecutionRequest( 315: user_prompt=( 316: "Create a comprehensive advanced architecture and complete implementation " 317: "strategy for a long-running research platform." 318: ) 319: ) 320: ) 321: assert decision.matched_tier_id == "deep-work" 322: > assert decision.executor_model_id == "execution-large" 323: E AssertionError: assert 'openai-general' == 'execution-large' 324: E 325: E - execution-large 326: E + openai-general 327: tests/unit/test_routing.py:42: AssertionError 328: =========================== short test summary info ============================ 329: FAILED tests/unit/test_routing.py::test_routing_prefers_deep_work_for_complex_prompt - AssertionError: assert 'openai-general' == 'execution-large' 330: - execution-large 331: + openai-general 332: =================== 1 failed, 36 passed, 5 skipped in 2.64s ==================== 333: ##[error]Process completed with exit code 1. 334: Post job cleanup.