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ed 7c1d597ef1 conductor(track): Initialize qwen_llama_grok_integration_20260606 spec
Three new vendors + capability matrix framework + MiniMax refactor:

**Capability matrix v1 (7 features):** vision, tool_calling, caching, streaming,
model_discovery, context_window, cost_tracking. Audio and server-side code
execution deferred to a follow-up track.

**Qwen via DashScope native SDK:** Qwen-Turbo, Qwen-Plus, Qwen-Max, Qwen-Long
(1M context), Qwen-VL-Plus/Max (vision), Qwen-Audio. Native API chosen over
OpenAI-compatible mode to unlock Qwen-Audio, Qwen-Long custom chunking, and
Qwen-VL-Max enhanced vision.

**Llama (OpenAI-compatible, multi-backend):** Ollama (local, free), OpenRouter
(cloud aggregator covering Together/Groq/Fireworks), custom URL escape hatch.
Models: Llama 3.1 8B/70B/405B, 3.2 1B/3B, 3.2 11B/90B Vision, 3.3 70B.

**Grok via xAI (OpenAI-compatible):** Grok-2, Grok-2-Vision, Grok-Beta.

**Shared OpenAI-compatible helper** in src/openai_compatible.py processes a
normalized request/response data structure; each _send_<vendor>() is a thin
adapter at the boundary (data-oriented design per Fleury/Acton/Lottes).

**MiniMax refactor:** ~250 lines reduced to ~50 by using the shared helper.
Existing test_minimax_provider.py is the safety net.

**UX adaptation:** 9 UI elements (screenshot, tools toggle, cache panel, stream
progress, fetch models, token budget, cost panel) read from the matrix instead
of hard-coding per-vendor branches.

**Out of scope (deferred):** Anthropic/Gemini/DeepSeek migration to the matrix
(separate track), audio input, server-side code execution, PDF input, batch API,
fine-tuning.

6 phases planned: matrix+helper, Qwen, Grok+Llama, MiniMax refactor, UX
adaptation, docs+archive.
2026-06-06 14:56:00 -04:00
ed 7eb743c6cb conductor(plan): Phase 2 complete - io_pool + warmup foundation in place
Phase 2 of startup_speedup_20260606 is done.

Tasks:
  T2.1 (Red)   tests/test_io_pool.py         1354679e  4 tests
  T2.2 (Green) src/io_pool.py                1354679e  make_io_pool() factory
  T2.3 (Red)   tests/test_warmup.py          1354679e  10 tests
  T2.4 (Green) src/warmup.py                 1354679e  WarmupManager
  T2.5 (Wire)  AppController integration     922c5ad9  io_pool + warmup in __init__ + 5 public delegation methods
  T2.6 (Plan)  this commit

What now exists:
  - make_io_pool() returns a 4-worker ThreadPoolExecutor named 'controller-io-N'
  - WarmupManager class with submit/status/is_done/wait/on_complete/reset
  - AppController creates self._io_pool + self._warmup early in __init__
  - Warmup is submitted immediately (jobs run concurrent with the rest of init)
  - Public API: controller.warmup_status(), controller.is_warmup_done(),
    controller.wait_for_warmup(timeout), controller.on_warmup_complete(cb)
  - controller._compute_warmup_list() returns 9 always + 2 conditional (fastapi)
  - shutdown() now also shuts down the io_pool

Currently the warmup is a no-op for modules already imported at the top
of app_controller.py (fastapi, requests). Phase 3 will remove those
top-level imports; the warmup infrastructure will then start doing
real work.

18/18 tests passing (4 io_pool + 10 warmup + 4 test_app_controller_*).

Next: Phase 3 (remove top-level SDK imports from src/ai_client.py).
Expected to fix ~3 audit violations (google.genai, anthropic, openai).
2026-06-06 14:52:04 -04:00
ed 7fdab70529 conductor(plan): write 4-phase implementation plan for test_batching_refactor_20260606
16 tasks across 4 phases, each with explicit Red-Green-Refactor TDD steps:
- Phase 1 (1.1-1.16): Library + dry-run. 20 unit tests across categorizer,
  batcher, plugin. New run_tests_batched.py has --plan/--audit only.
- Phase 2 (2.1-2.3): Shadow run via CI. Compare new vs old plan output.
- Phase 3 (3.1-3.4): Switch default. Full CLI with --tiers, --durations.
  Old script becomes .legacy. Update docs/guide_testing.md.
- Phase 4 (4.1-4.6): Populate registry, gitignore durations, delete
  legacy, archive track.

1-space indentation per project style guide. No placeholders. All
test code is concrete.
2026-06-06 14:24:39 -04:00
ed f9a0125847 conductor(plan): Phase 1 complete - baseline + audit infrastructure ready
Phase 1 of startup_speedup_20260606 track is done.

Tasks completed:
  T1.1 baseline benchmark        -> 6f9a3af2 (docs/reports/startup_baseline_20260606.txt)
  T1.2 audit_gui2_imports.py     -> 6f9a3af2 (scripts/ + audit results)
  T1.3 StartupProfiler           -> 5a856536 (src/ + 5 tests)
  T1.4 audit_main_thread_imports -> 6f9a3af2 (scripts/ + 9 tests)
  T1.5 plan update                -> this commit

Baseline numbers (3-run median, from scripts/benchmark_imports.py):
  src.gui_2                1770ms   (main-thread bottleneck)
  simulation.user_agent    1517ms
  google.genai             1001ms
  openai                    482ms
  anthropic                 441ms
  imgui_bundle              255ms   (KEEP - ImGui hot path)
  src.theme_nerv_fx         254ms
  src.theme_nerv            246ms
  src.markdown_table        243ms
  src.command_palette       242ms

Audit violations on current codebase: 67. These are the targets
for Phases 3-5 (remove top-level heavy imports to fix each one).

Next: Phase 2 (Job Pool + Warmup Foundation).
2026-06-06 14:24:20 -04:00
ed 0553983ce9 conductor(spec): Clarify --audit --strict semantics in Section 4.3
Default --audit exits non-zero on hard errors only. --strict adds the
'multiple subsystems = probably cross-cutting' heuristic from Section 9
as a CI gate. Two modes, one flag.
2026-06-06 14:16:13 -04:00
ed cbfd78c51d conductor(tracks): Register test_batching_refactor_20260606 in registry 2026-06-06 14:14:11 -04:00
ed b7a9737443 conductor(track): Initialize test_batching_refactor_20260606 spec
Three-tier batching refactor: replace alphabetical 4-at-a-time batching with
fixture-class-isolated tiers (0 opt-in, 1 unit/xdist, 2 mock_app, 3 live_gui
in one session, H headless, P performance).

Hybrid classification: auto-infer from filename + AST fixture scan; hand-curated
tests/test_categories.toml overrides for cross-cutting and ambiguous files.

Opt-in per-test order control via [[files.X.test_order]] sub-tables, gated on
a conftest-loaded pytest plugin (no-op without entries).

Priority order: B (process isolation) > A (subsystem diagnostic) > C (speed).
2026-06-06 14:12:14 -04:00
ed 96158edd97 conductor(plan): mark T1.3 StartupProfiler complete (5a856536) 2026-06-06 13:59:02 -04:00
ed f2f5ee1197 conductor(plan): flip track from lazy-loading to proactive warmup
Architectural shift driven by user clarification: lazy-loading on first
use causes user-perceptible lag when the user-triggered action (e.g.
provider switch) propagates to a controller method that triggers the
first import. The fix is to pre-import heavy modules on a bg thread
at startup and have functions access them via _require_warmed().

Old design (rejected):
  - from google import genai inside _send_gemini (lazy on first call)
  - First user action that triggers this pays the cost; UI feels laggy

New design (this commit):
  - Top-level heavy imports REMOVED from main-thread-reachable files
  - AppController.__init__ submits warmup jobs to _io_pool (4 threads,
    named 'controller-io-N')
  - Each warmup worker imports its module and updates a thread-safe
    warmup_status dict
  - Functions access modules via _require_warmed(name), which assumes
    the module is in sys.modules (warmed at startup)
  - When all jobs complete, _warmup_done_event is set and registered
    on_warmup_complete callbacks fire
  - GUI shows status indicator + toast when warmup completes
  - Hook API exposes /api/warmup_status and /api/warmup_wait
  - Tests can call controller.wait_for_warmup() before exercising
    warmup-dependent functionality

Phase 2 now bundles job pool + warmup (T2.3+T2.4 add warmup tests +
implementation). Phases 3-5 do 'remove top-level imports' instead of
'lazy-load'. Phase 7 is the notification surface (Hook API + GUI).
Definition of Done includes warmup-completion criteria, the
'no function-body imports' check, and an end-to-end 'provider switch
is INSTANT' smoke test.

No code changes; this is a planning update only.
2026-06-06 13:45:05 -04:00
r00tz 9e4fac496d made local rag needs optional (prevents having to have torch / sentence-transformers if you never use local embedding) 2026-06-06 13:21:43 -04:00
ed 32e633b3ec conductor(plan): mark startup_speedup_20260606 track creation committed (cd4fb045) 2026-06-06 13:01:32 -04:00
ed cd4fb04541 conductor(track): create startup_speedup_20260606 track for sloppy.py startup latency
Fulfills the existing backlog entry at conductor/tracks.md:152
(2026-06-05 root-cause analysis of live_gui wait_for_server timeouts).

Main Thread Purity Invariant: the main thread (entering immapp.run())
must never import a module heavier than imgui_bundle and the lean
gui_2 skeleton. Enforced by:
  - static gate: scripts/audit_main_thread_imports.py (CI)
  - runtime hook: tests/test_main_thread_purity.py (sys.addaudithook)

Threading constraint: no new threading.Thread(...) calls in src/.
All background work goes through AppController._io_pool
(ThreadPoolExecutor, max_workers=4, thread_name_prefix='controller-io').

9 phases, 57 tasks: audit+baseline, job pool, lazy-load SDKs, lazy-load
FastAPI, lazy-load feature-gated GUI, migrate ad-hoc threads, runtime
enforcement, hook API + diagnostics, verify+checkpoint.

Expected savings: ~2000-2400ms off main-thread import cost.
Target: import src.ai_client < 50ms (from ~1800ms), live_gui fixtures
no longer time out at wait_for_server(timeout=15).
2026-06-06 12:57:20 -04:00
ed 9d72d98b50 conductor(tracks): mark rag_phase4_stress_test_flake resolved (commit 16412ad5) 2026-06-06 11:29:03 -04:00
ed 0f742b1d5f conductor(workflow): add Indentation-Driven Class Method Visibility pitfall (2026-06-05) 2026-06-06 02:04:05 -04:00
ed 5e0b6bbfd3 conductor(tracks): queue RAG test flake as new backlog item; mark prior_session complete 2026-06-06 01:35:21 -04:00
ed 008179360f conductor(index): v2 recently shipped, all 4 live_gui failures resolved 2026-06-06 01:30:03 -04:00
ed 9a3831897b conductor(tracks): mark live_gui_test_hardening_v2 complete (root cause was indent, not state sync) 2026-06-06 01:28:02 -04:00
ed 6c541bc788 move track mds to tracks 2026-06-06 00:42:40 -04:00
ed 5c23ad190d conductor(tracks): link v2 to 4 sub-track specs and plans 2026-06-05 22:56:55 -04:00
ed 8b83c5d0b7 conductor(index): v2 active, v1 + regression_fixes now in recently-shipped 2026-06-05 22:12:34 -04:00
ed 70c18f92c3 conductor(tracks): mark v1 fragility_fixes complete, queue v2 (state sync + undo_redo + prior_session) 2026-06-05 22:09:30 -04:00
ed 1488e71568 docs: add Sentinel type contract note to 3 defer-not-catch sections 2026-06-05 20:31:38 -04:00
ed 0e299140ca conductor(tracks): register live_gui_fragility_fixes + queue prior_session_test_harden follow-up 2026-06-05 20:17:11 -04:00
ed 449a827a82 conductor(tracks): queue sloppy.py startup speedup as new backlog item 2026-06-05 18:53:01 -04:00
ed dc691e3de0 docs(workflow): reframe live_gui fragility as authoring-side, not fixture bug 2026-06-05 18:43:58 -04:00
ed 71b0082bbf docs(workflow): add Known Pitfalls section (defer-not-catch, theme bisect anchors, live_gui fragility) 2026-06-05 18:31:14 -04:00
ed 2f0c1eb3cc conductor(index): mark regression_fixes active, add multi_themes recently shipped 2026-06-05 18:18:27 -04:00
ed 8663498725 conductor(tracks): register multi_themes ship and regression_fixes checkpoint 2026-06-05 18:12:03 -04:00
ed db3490a70f conductor(plan): document imgui save_ini crash root cause and fix 2026-06-05 15:12:23 -04:00
ed b0c8589f68 conductor(plan): document root cause - imgui-bundle C-level crash blocks live_gui 2026-06-05 13:47:55 -04:00
ed 1c6919aafc conductor(plan): update task status - 5 done, 6 deferred pending live_gui 2026-06-05 12:43:33 -04:00
ed 07d35c9d39 conductor(plan): regression fixes - 21 failures from full suite run 2026-06-05 10:10:29 -04:00
ed 06e305aba6 feat(theme): add tone mapping and fix missing palette colors 2026-06-04 23:44:43 -04:00
ed cd24c43f8f conductor(plan): theme + syntax modularization - 7-task plan 2026-06-04 22:20:58 -04:00
ed ce211e76f8 straggler spec 2026-06-04 19:42:04 -04:00
ed ba7733b365 conductor(plan): Mark context_first_message_fix task complete 2026-06-04 18:47:42 -04:00
ed 0d4fade5ed fix(context): Only send context on first message in discussion
Previously, context (files, screenshots) was always sent with every message,
even on subsequent messages where the AI provider already had the context
from the first message via its history mechanism.

This change:
- Detects if the discussion has any AI responses already
- Only sends md_content (stable_md) on the first message
- Subsequent messages pass empty string for md_content to avoid redundant sending
- Context now properly goes in md_content parameter, not crammed into user_message

The fix is in _api_generate() in src/app_controller.py
2026-06-04 18:43:39 -04:00
ed 11253e8d60 conductor(plan): UI Polish track - 5 phases, design spec + impl plan 2026-06-03 10:29:25 -04:00
ed db177e4494 docs(api): correct endpoint /api/mma_status -> /api/gui/mma_status across docs 2026-06-03 00:56:32 -04:00
ed 6ce119dffe conductor(checkpoint): Fix markdown_helper.py for imgui-bundle >=1.92.801 complete 2026-06-03 00:54:07 -04:00
ed 7a34edf605 fixes 2026-06-03 00:47:40 -04:00
ed 79a12d2c3e conductor(tracks): register Clean Install Test track with checkpoint d14ae3b 2026-06-03 00:33:13 -04:00
ed d14ae3bd08 conductor(checkpoint): Clean install test complete 2026-06-03 00:31:55 -04:00
ed 573d289941 test(pytest): register clean_install marker for opt-in clone-and-verify test 2026-06-03 00:28:20 -04:00
ed 0309420ba1 conductor(checkpoint): Archive Completed Tracks (2026-05 to 2026-06) complete 2026-06-03 00:19:13 -04:00
ed b87742ecba conductor(tracks): fix 25 broken links in Phase 5/6/Hot Reload sections after archival 2026-06-03 00:17:38 -04:00
ed 56ea316afa conductor(tracks): consolidate 'Earlier Archives' into 'Recent Completed Tracks (2026-05+)' with archive/ links 2026-06-03 00:14:45 -04:00
ed 594f14f943 conductor(archive): move 39 completed tracks (2026-05 to 2026-06) to archive/ 2026-06-03 00:09:52 -04:00
ed 0ffeccc7d3 conductor(tracks): register 4 completed 2026-06-02 tracks with checkpoint SHAs 2026-06-03 00:02:15 -04:00
ed f93dac7d8f conductor(guidelines): add See Also section linking to per-file conventions 2026-06-02 23:53:31 -04:00