engineering dossiers
modular optimization logs, algorithmic pivots, and deep technical blueprints executing at the edge.
Distributed Multi-Agent Consensus Protocol (DMACP-07)
neuro-symbolic causal arbitration, refractive belief updating & ground-truth rag executionA 5-layer neuro-symbolic consensus protocol gating Gemini causal reasoning behind Hurst physics, resolving trend conflicts via RAG, and executing asymmetric routing across an 8-broker mesh.
3D Archetype-Aligned Forensic Learning Engine
causal rule alignment & mae/mfe semantic injectionA 3-dimensional memory engine that categorizes manual intuition and algo trades into core strategy archetypes, injecting highly contextual MAE/MFE forensic history directly into Gemini's context window.
Autonomous CLOB Mispricing Resolver
reliever fatigue telemetry & orderbook pricing latencyExploits prediction market pricing latency around late-game bullpen exhaustion by synthesizing 72-hour reliever pitch counts, platoon splits, and atmospheric vectors against Polymarket CLOB spreads.
Recursive Quant Supervisory Swarm
counterfactual shadow auditing & multi-account risk governanceEliminates strategy decay and survivorship bias by deploying autonomous supervisory agents that shadow-audit rejected signals and enforce dynamic portfolio risk controls across an 8-account prop mesh.
L2 Execution & Relayer Bypass
bypassing gasless UX abstractions & EIP-712 alignmentCorporate L2 platforms hide behind proprietary relayers and 'gasless' UI illusions to capture order flow. We dismantled the UX abstractions across SX Rollup and Polygon to build an unmediated, zero-friction execution pipeline.
Counterfactual Supervisory Agent & Self-Healing SFT
post-veto price action auditing & autonomous prompt correctionDeploys a dedicated macOS LaunchAgent daemon to post-audit rejected signals, detecting overly cautious AI vetoes and auto-injecting corrective few-shot rules.
Tier-1 Macro News & Judas Reversal Scanner
post-news liquidity sweep capture & spread spike windowingRestricts news filtering strictly to Tier-1 USD catalysts (FOMC, CPI, NFP) and deploys a specialized Judas Reversal scanner to capture institutional sweeps post-release.
Multi-DEX Arbitrage Engine
baseline oracle resolution & concurrent executionUses Polymarket as a highly liquid 'fair value' oracle to establish a baseline edge before hunting alternative venues for maximum execution odds using concurrent Promise.all architecture.
Multi-Chain Execution Abstraction
cross-chain liquidity routing & schema normalizationAbstracts away cross-chain complexity by dynamically routing execution payloads across Polygon, Gnosis, and Solana natively while normalizing fragmented API schemas.
Cryptographic Sniping & Infrastructure Upgrades
active maker/taker executionOverhauled the SX Bet API into an active Taker utilizing EIP-712 signature matching and modernized the Azuro execution module to support V3 subgraphs.
The Telegram Sentinel & Bayesian Risk
one-tap execution & risk throttlingBuilt a fully interactive Telegram execution terminal that pairs cryptographic payload caching with sentiment-adjusted Kelly risk sizing.
Incident Report: Polymarket CLOB API Auth Block
sovereign infrastructure shiftArchitectural overhaul decoupling Bet Bodhi from Polymarket's fragile upstream auth endpoint via cryptographic session extraction and macOS UNIX kernel daemonization.
MLB Temporal Replay & Polymarket Historical Index
5,107-game no-lookahead backtest with 98.4% closed-market match rateReplays every 2024–2025 final MLB game through production pillar weights with as-of-first-pitch hydration, bulk-loaded closed Gamma moneylines, resumable row cache, and post-run concentration slicing.
Signal vs Execution & Slate Concentration
full firehose vs top-5 / top-3 / top-1 daily filtersDecomposes handicapping signal from tradable Polymarket routes, then proves tighter daily concentration monotonically lifts win rate — top-1 tradable reaches 66.0% on 153 bets without changing the underlying model.
Semantic Identity & AEO Control
entity graph defense, metadata sovereignty, and snippet extraction isolationMulti-layer AEO stack decoupling sovereign identity from homonym entities while forcing crawlers to ingest head-layer narrative instead of terminal UI fragments.
Shallow On-Chain State Sync & Bankroll Verification
replacing brittle csv logs with bounded polygon queriesReplaces full historical database tree walks with shallow CLOB paging and direct USDC.e balance reads, cutting settlement checks from 11 minutes to under 5 seconds.
Macro Regime Telemetry & Psychometric Circuit Breakers
league volatility index and slump mode stake throttlingTracks rolling 3-day late-inning lead change averages to detect flatlined volatility regimes and pairs macro alerts with automated 50% stake reduction during losing streaks.
Multi-Sport Scanner Pipeline & Bodhi Prism Agent Facade
five-league ingestion through a unified agent interfaceOrchestrates daily-scanner.ts across MLB, NHL, NBA, MMA, and KBO data engines, resolves Gamma markets via fuzzy mascot matching, and exposes all capabilities through the Bodhi Prism agent facade.
Stealth TradeLocker Execution Automation
browser-fingerprint order routing without account flaggingHeadless prop-firm execution automation that replays TradeLocker web sessions with browser fingerprints, gated auto-execution, and multi-account equity sync.
Robotic Verification & Multi-Variate E2E Testing
playwright inspector robots with zero-tolerance false-failure policyMandates dedicated Playwright verification robots for every frontend-backend change, enforcing a five-phase selector strategy and Supabase-backed setup/teardown across 100+ E2E specs.
Spoke Domain & Path Routing
middleware-driven multi-domain project resolutionMaps sovereign hostnames and path prefixes to the correct project layer without duplicating deploy targets.
Cross-Project Navigation Normalization
global bottom nav sync across hostname transitionsNormalizes client-side path prefixes and theme classes so the global footer works across layers and spoke hosts.
Stacked Marquee Observability Layer
strategic intent for tiered data freshnessRenders nine synchronized scrolling bands on the Memoirs homepage, mixing generative audio telemetry, live market prices, and Polymarket baseball stats without a single blocking data dependency.
Polymarket Gamma & Activity Feed Resolver
mlb odds, baseball volume, and trade history fallbacksResolves upcoming MLB moneyline markets from the Gamma sports series, filters props, and falls back from authenticated CLOB history to the public activity API when server secrets are unavailable.
Tiered Stats Cache & Fast Route
in-flight deduplication for expensive pnl mathSplits sports data into a fast stats route and a full sports route, caching baseball profit and win rate for five minutes with a shared in-flight promise to prevent duplicate gateway work.
Client Polling & Stale-State Merge
dual-fetch sports loop with odds preservationPolls the fast stats endpoint first to paint baseball volume and profit, then hydrates the full sports payload while preserving last-known odds if the slow route times out.
Pillar Evaluation & Probability Calibration
matchup probability weightingScores sporting matchups on a three-pillar scale to resolve the mathematical discrepancy between internal baseline probability and Polymarket crowd prices.
Web3 Liquidity Resolution & CLOB Order Routing
on-chain order executionResolves CLOB token identifiers via the Gamma API and routes bounded limit orders directly to Polygon with custom wallet adapters.
Context Compression & SQLite Token Telemetry
prompt cost reductionFilters raw scraping payloads for critical keywords and monitors daily prompt/completion cost metrics to enforce budget caps.
Polymarket On-Chain Settlement Translation & Caching Gateway
decoupled middleware resolving binary contract translation mismatches and sequential rate-limiting overheadDecoupled Polymarket middleware implementing stateful caching, plural parameter routing, and outcome translation logic to correctly audit on-chain PnL for multi-team sports slates.
Orchestration Alpha & Regime Physics
Strategic Intent (Why)Solves strategy decay by managing market regimes, drawdown boundaries, and trader cognitive tax in a unified loop.
7-Gate Sovereign Light Funnel
Dual-Feed Pricing & High-Probability SweepsRuns parallel Coinbase and yFinance feeds to prevent data de-sync, filtering setups through rigid fractal and ATR boundaries.
Cognitive Circuit Breaker & Biometrics
Managing Human-in-the-Loop Emotional FrictionIntegrates real-time biometric metrics and Telegram psychology polling to apply sizing penalties during trader tilt.
Context Compression & Token Gating
Gemini API Optimization & Cost ControlCompresses prop rules and news data from 15k characters to under 4k, reducing Gemini API credit costs by 60%.
SQLite Token Tracker & Budget Gate
Automated Financial Circuit BreakerMonitors Gemini prompt and candidate tokens in SQLite, triggering Telegram alerts and halting LLM calls at a $2.00 daily limit.
Fault-Tolerant Daemon Architecture
Handling Connection Reset by PeerWraps sync queries and broker API calls in retry wrappers, achieving 99.9% uptime despite connection resets.
Two-Tiered Execution Routing
Balancing Latency vs Analytical ConvictionBypasses the LLM validator for fast 50ms math-only sweeps, routing long-duration setups through the Gemini validator.
SFT Loops & Feedback Moats
Continuous Improvement of LLM ScopesCombines real-time trade prompt updates with weekly Vertex AI fine-tuning, lifting average trade PnL from $4.21 to $57.53.
Database-Level Zero-Trust Access Isolation
granular multi-role permissions using native PostgreSQL RLSEnforces query boundaries on coaches, parents, and athletes using Supabase user session context.
Asynchronous Stripe Transaction Reconciliation Ledger
atomic ledger bookkeeping syncs client credit walletsProcesses Stripe webhook events asynchronously to adjust client credit balances atomically.
High-Concurrency Booking & Schedule Locks
double-booking prevention through transactional SQL RPCsAllocates training resources and validates capacity thresholds during peak registration windows.
ZK Performance Attestation Circuit
client-side proof generationMathematically attests that a closed-trade history meets a public Sharpe threshold—without revealing positions, sizing, entries, exits, or asset identity.
Witness Ingestion Pipeline
closed-trade normalizationNormalizes closed-trade history from private ledgers and TLS-notarized exchange sources into a witness format the prover can bind—without exporting trade-level detail.
Attestation Gateway
proof verification and signed receiptsVerifies submitted proofs against public claim metadata at the API boundary, then issues signed attestation receipts downstream systems can trust without re-running the prover.
Hardened Local-First Dev Workspace
Workspace Design & ArchitectureA local-first monorepo using Turborepo to eliminate compile redundancy and coordinate development work.
Dev Swarm Orchestration Tooling
Multi-Agent UI/UX ParallelizationLeverages multi-agent manager-worker parallel orchestration to automate styling compiles and tests.
Mobile Biometric Telemetry Tunnel
Sandboxed HealthKit Background Synchronization ServiceRegisters a low-power background fetch routine fetching recent HRV, RHR, and step metrics from Apple HealthKit and writing them to the Supabase database.
Multidimensional Alignment & Divergence Model
mathematical divergence modeling of behavioral coherenceComputes daily system alignment and divergence penalty based on standard deviation across four performance domains (health, trading, betting, and social marketing).
Supabase Realtime Ingestion & Channel Subscriptions
pg-channel database events to reactive client propagationSubscribes client browsers to inserts and updates on the PostgreSQL metrics and context tables via Realtime websockets, enabling immediate UI HUD reaction.