ChenboLin
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العودة إلى المشاريع الهندسيةاقرأ بالإنجليزية
Rust / WASM6 min read

نظام postflop يحافظ على سجل صادق.

منصة تحليل heads-up postflop مبنية على Rust/WASM، مع إعادة تشغيل دقيقة للأيدي، وذاكرة تخزين محلية، وتوصيات تتوقف عند غياب دليل كافٍ عن الخصم.

نُشر
2026-08-25
حُدّث
2026-08-25

نطاق المشروع

2026 — الآن / أبحاث المنتج

Product architecture and runtime engineering

Execution
Rust/WASM in a dedicated solver worker
Supported scope
Heads-up no-limit postflop analysis
Trust model
Rust-owned ledger and qualified-result gates
الأقسام التقنية الطويلة متاحة حاليًا بالإنجليزية والصينية. تتضمن هذه اللغة تنقلًا وبيانات وصفية وملخصًا للمشروع مترجمة محليًا.

الموضوعات

عامل Rust/WASMPostflop بنمط heads-upنتائج واعية بالدليل
01

The browser is the execution environment

FlopForge treats the browser as a serious compute platform rather than a thin form around a remote solver. React submits coarse-grained commands, a dedicated worker manages progress and Rust/WASM owns the computational hot path.

Cards, ranges, equity, tree traversal, regret updates and EV calculations stay outside the UI loop. That keeps interaction responsive while making the engine boundary explicit and testable.

02

A live hand is a ledger, not a sequence of buttons

The live-hand workspace replays a heads-up hand from blinds through river, including integer wager-to amounts, short all-ins, action reopening, uncalled refunds, street gates and forced all-in runouts.

Each accepted event contributes to a Rust-owned chip ledger and a hash checkpoint. The solver worker must reconstruct and match that checkpoint before a result can be shown, so the UI cannot quietly invent a different action state.

03

Recommendations need a quality boundary

A solver output is not automatically advice. FlopForge separates exact replay, known-hole-card review, weighted-range assumptions and automatic bounded modelling, then checks whether a result meets the configured quality threshold.

When evidence is insufficient or a model falls outside its declared scope, the product returns a baseline or labels the output as analysis evidence instead of manufacturing confidence.

04

Optimise only what the browser can check

Browser-aware solve budgeting, local cache reuse, compatibility-gated warm starts and current-spot sensitivity analysis are designed around questions that can be checked: will this tree fit, is this cache entry structurally compatible, and where does the preferred action first change in the sampled pots?

The project deliberately avoids turning those tools into claims of unrestricted game solving or mind-reading opponent psychology. The value is a reviewable analysis workflow with explicit assumptions.

حدود الدليل العام

The public scope is bounded to the recorded heads-up postflop abstraction and exact hand replay. Preflop, multiway, side-pot, rake, tournament/ICM, unrestricted exploitative play and professional-player claims remain outside the qualified scope.

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Chenbo Lin
© 2026 جميع الحقوق محفوظة. Chenbo Lin