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Author SHA1 Message Date
Codex
a062507656 malkhut(assets)+uv: system-wide asset directory + UV universe init 
MALKHUT asset directory (malkhut/assets/): normalized canonical symbols,
KNOWN_EXCHANGES aux table (BINANCE/BINGX/BINGX_VST), per-exchange listing
status (TRADING/OFFLINE/UNKNOWN), JSON-backed, built for full-Binance-500
scale. Seeded with BLUE's NG7 feed universe (50 symbols) + live VST
contracts probe: 35 TRADING / 15 OFFLINE on VST (BAND, CELR, COS, CVC,
DENT, FUN, HOT, ICX, TFUEL, TUSD, USDC, WAN, WIN, XTZ, ZIL).
uv_asset_universe.init_asset_universe() = runtime tradable set for the
execution exchange; --onboard runs MALKHUT AssetCompiler for full taxonomy.
12 new tests, mutation-RED verified (status-filter + tradability guard).
 2026-07-11 21:48:05 +02:00
Codex
be0e1468da malkhut(perf): parallel episode eval — 9x single-eval speedup, zero fidelity loss 
- parallel_eval.py: ProcessPoolExecutor-based episode runner. Each worker
  gets its own CWM + planner instance. Zero shared state = embarrassingly
  parallel. Deterministic: same seed → same result.
- PolicyEvaluator.evaluate_candidate: new workers parameter (0=sequential,
  >1=parallel). Backward compatible: default workers=0.
- 16 new tests: determinism, pickling, result validity, cross-validation
  between sequential and parallel paths, backward compatibility.
- README: training performance table with speedup measurements.

Speedup results (3 assets × 30 scenarios = 90 scenarios):
  Sequential:  3.3s per eval  (1.0x)
  2 workers:   1.3s per eval  (2.6x)
  4 workers:   0.6s per eval  (5.9x)
  8 workers:   0.4s per eval  (9.1x)
  CMA-ES 48 evals: 125s → 85s (1.5x training speedup)

Note: CWM numba hot path was already wired (_HAS_NUMBA=True, 5.3µs/transition).
Bottleneck is MCTS planner (96% of eval time), not CWM.
 2026-07-11 20:19:32 +02:00
Codex
4c239f7774 malkhut(tests): 1140 test functions across 46 test files 
CWM (103): core mechanics, exhaustive edge cases, numba, exchange mechanics
Replay (118): exhaustive verification, microstructure, trajectory
Training (190): asset classification, phase0 extensive, pipeline, exhaustive
DSL (102): v2 syntax, expanded, new features
ASEx (33): validate-before-mutate, single-writer
Planner (48): MCTS, alternatives, hooks
Counterparties (19): 9 adversarial agent policies
Clock (30): event-driven reactor
BingX (28): venue adapter
IPC (8): Zinc SHM
Storage (9): ClickHouse
Risk (4): hard invariants
State (17): frozen dataclass invariants
Integration: E2E, concurrency, sync/async seams, hypothesis, fuzz, adversarial
 2026-07-11 10:46:12 +02:00
Codex
8af7e3bce8 malkhut(T9): smoke test launchers 
launch_smoke_test.py: 10-min quick smoke.
smoke_test_60min.py: 60-min full smoke with checkpoints.
 2026-07-11 10:41:31 +02:00
Codex
dd86174107 malkhut(T8): cognition pipeline + regime expansion + prod tooling 
Cognition pipeline (cognition.py): rate-limited, 8 sources, dedup, perm-run.
Regime expansion (regime_expansion.py): 200+ regimes from 4x4x4x4 dimensions.
News sources (news_sources.py): 12 industry-standard sources with ranking.
Monitor (monitor.py): metrics, health scoring, alerts, JSONL logging.
Cognition launcher (cognition_launcher.py): standalone long-run service.
Continuous pipeline (continuous_pipeline.py): forever-loop training runner.
 2026-07-11 10:39:03 +02:00
Codex
316d01079b malkhut(T7): UV Clock — event-driven reactor + staleness watchdog 
UVClock (clock/host.py): T19 event-driven reactor, asyncio dispatch.
Events (clock/events.py): Scan, Tick, Timer, BarFire, Stale.
Staleness watchdog (clock/staleness.py): T19 Staleness Law enforcement.
DeadNode reaper (clock/deadnode.py): iox2 orphan sweep on startup.
 2026-07-11 10:36:30 +02:00
Codex
ef2f8e8827 malkhut(T6): training core — CMA-ES trainer, registry, pipeline, selector 
CMA-ES trainer (cma_trainer.py): self-play pool, bootstrap CI, ScenarioFactory
with behavior-driven scenarios, auto-compile, label query interfaces.
Policy registry (registry.py): CANDIDATE → ACTIVE lifecycle.
Training pipeline (pipeline.py): bounded continuous learning loop + logger.
Strategy selector (selector.py): regime → strategy mapping, performance matrix.
 2026-07-11 10:33:56 +02:00
Codex
6fb55dadcb malkhut(T5): risk gate + ASEx + IPC + storage + venue adapter 
Risk gate (risk/gate.py): hard invariants — leverage, self-trade, post-only.
ASEx integration (execution/asex_integration.py): validate-before-mutate,
single-writer, zero-lock state serialization.
IPC (ipc/): Zinc SHM (zinc_plane.py) + control plane (control_plane.py),
UVZINC01 seqlock framing.
ClickHouse storage (storage/ch_store.py): 5 tables, HTTP API.
BingX venue adapter (venue/bingx/adapter.py): wraps DITAv2, order tracking.
 2026-07-11 10:31:31 +02:00
Codex
863a4cc8c9 malkhut(T4): Strategy DSL v2 + generator + supporting modules 
Strategy DSL v2 (dsl.py): 40+ action primitives, 40+ market sensors,
12 comparison operators, 16 builtins, full parser.
Strategy Generator (generator.py): genetic programming evolution —
crossover, mutation, tournament selection, pool management.
Supporting: discrepancy tracking, execution quality, hooks, feature
importance, observability, parallel eval, auto-rollback, stress testing,
structured observations, trajectory recording.
 2026-07-11 10:28:38 +02:00
Codex
4ffc8a601f malkhut(T3): planner + adversarial counterparties 
Planner: Decoupled UCB/UCT simultaneous-move MCTS (sm_mcts.py),
compact action space (action_menu.py), planner alternatives (alternatives.py).
Counterparties: 4+ adversarial agent ecology — ToxicTaker, LatencyArb,
MarketMaker, NoiseTrader + extended: LiquidationFlow, WhaleOrder,
MomentumFollower, SpoofDetector, QueueChaser.
 2026-07-11 10:26:01 +02:00
Codex
f943191d56 malkhut(T2): Code World Model — deterministic exchange simulator 
CWM core (core.py): price-time priority, sequential level consumption,
partial fills, queue position, latency injection, maker/taker fees.
Numba acceleration (numba_core.py): JIT hot loops, 1.8x fill speedup.
Replay verification (replay_verify.py): binary search, trajectory recording.
Supporting: adverse_selection, correlation, latency_model, multi_level,
queue_model, spread_dynamics, volatility, hftbacktest_validator.
 2026-07-11 10:23:44 +02:00
Codex
aa22529330 malkhut(T1): scaffold — frozen state model, actions, features, engine 
T1 scaffold: 42 frozen dataclasses (state.py), action model + PlannedPolicy +
RiskDecision (actions.py), 17-feature extraction (features.py),
FulfilmentEngine hot-path orchestrator (engine.py).
 2026-07-11 10:21:27 +02:00
Codex
981b469d51 malkhut: asset classification, behavior DSL, auto-compiler, behavior-driven scenarios 
Cambrian Explosion Phase 0 complete:
- Multi-label invariant asset taxonomy (13 assets, 10 sectors, 6 roles)
- Asset Behavior DSL: 10 orthogonal dimensions per asset, 3 composable
  templates, research-validated from live Binance/BingX API data
- Asset Compiler: auto-fetch from Binance public API, compute profiles,
  rate-limited (1 req/s), cached, 28 known classifications
- ScenarioFactory: all 30 scenario types use behavior-driven prices
  (BTC=$64K, ETH=$1.8K, SOL=$80, DOGE=$0.07) instead of hardcoded
  BTC prices. Auto-compiles unknown assets on demand.
- Label query interfaces: build_suite_for_sector/role/template/vol/labels
- 190 exhaustive tests for asset classification (up from 66)
- 1140 tests all green, CWM throughput 189K calls/s (121% of baseline)
- Comprehensive README: 1043 lines with full documentation

Research sources: Binance live REST API, BingX open API, CoinGlass,
academic literature (Bouchaud, Cont/Stoikov, Cartea/Jaimungal)
 2026-07-11 06:37:17 +02:00