ALGORITHMIC SYSTEMS · AUTONOMOUS OPS · STRATEGY VALIDATION

Build Better
Systems.

Algorithmic trading infrastructure, autonomous operations, and independent strategy validation — built from real deployments and tested against reality.

We build and validate
autonomous systems.

Three disciplines, one standard: systems that earn their place with evidence, not assumptions.

01
Trading Infrastructure
Multi-asset execution systems, dashboards, monitoring, and deployment architecture.
02
Autonomous Operations
ACE self-healing infrastructure for monitoring, maintenance, summaries, remediation, and analysis.
03
Strategy Validation
Independent quantitative audits for trading systems: benchmark comparison, regime analysis, survivorship checks, expectancy, and statistical significance.
01

Most strategies fail.
We test why.

Scalesco's audit framework was first used against our own trading system. The result: we rejected our own assumptions and found the tested strategies did not clear our evidence standard. We then applied the same framework to Turtle/Donchian breakout — one of the most famous public systematic strategies — and reached the same evidence-first conclusion.

We do not sell hype.
We do not sell signals.
We test whether a strategy has evidence behind it.

AUDIT FRAMEWORK
Benchmark comparison Regime analysis Exit forensics Survivorship-bias review Cost / slippage sensitivity Significance testing Final verdict
02

Autonomous Cognitive
Execution System

A 6-tier ops daemon that monitors, summarizes, maintains, analyzes, remediates, and escalates issues across production systems.

HEALTH
MAINT
SUMMARY
REMEDIATE
ANALYZE
AUTO-FIX
1
Health
Continuous service monitoring across the stack. Catches issues before they become outages.
2
Maintenance
SSL renewals, disk cleanup, security audits — the upkeep that keeps systems alive.
3
Summary
Telegram reports with health, status, and action items. Weekly deep-dive summaries.
4
Remediate
Service down? Restarted. Connection dropped? Reconnected. Automatically.
5
Analyze
Pattern recognition on system behavior to surface issues early.
6
Auto-Fix
Diagnoses root cause and applies fixes without intervention — escalates when it can't.
03

Research-Driven
Trading Infrastructure

Research-driven trading infrastructure for testing, monitoring, and validating systematic strategies across crypto and equities. Multi-agent architecture with regime detection, protective bracket orders, and out-of-sample validation.

Regime Detection
Bull / Bear / Distribution / Accumulation classification feeds position-sizing and strategy gating.
Protective Bracket Orders
Every position carries a stop-loss and take-profit at entry. No naked exposure.
Out-of-Sample Validation
Parameters are evaluated against out-of-sample data, then re-checked against the live record.
See the strategies & architecture under test

These are the systematic strategies under continuous testing and validation. Each description explains what the system does — it is not a claim of profitability. How we evaluate whether any of them has an edge is covered in Research.

CRYPTO — SPOT (LONG)
Bear Accumulator
Builds positions in high-conviction assets during market weakness. Accumulation logic.
Emerging Momentum V3
Targets breakout moves in mid-cap assets with strong relative strength.
Daily Oversold V2
Enters oversold conditions on the daily timeframe with confirmation filters. Mean reversion.
Sentiment Contrarian
Fades extreme sentiment readings with multi-factor confirmation.
Phase Aware
Adapts entry timing to Wyckoff market-cycle phases. Cycle-based execution.
Volatility Fade
Targets mean reversion after volatility spikes.
CRYPTO — FUTURES (SHORT)
Overbought Short
Shorts overbought conditions via perpetual futures. Mean reversion on the short side.
Bear Trend Short
Trails downtrends with adaptive stops. Trend-following short exposure.
EQUITIES
Momentum
Trend-following on US equities.
Mean Reversion
Statistical mean reversion on equities.
Breakout
Volatility-expansion entries on equities.
RISK & ARCHITECTURE
Regime-Adaptive Sizing
Position sizes adjust to Bull / Bear / Distribution / Accumulation detection.
Hedged Posture
Can hold long spot and short futures simultaneously — both sides of the market.
Multi-Timeframe Signals
1H, 4H, 1D signal generation with a relative-strength-ranked dynamic watchlist.
OCO Bracket Orders
Every position protected with stop-loss and take-profit at entry. No exceptions.
Correlation Monitoring
Limits overexposure to correlated assets; auto-bans persistent underperformers.
Out-of-Sample Checks
Parameters evaluated against out-of-sample data and reconciled with the live ledger.
04

Content Ops That
Sound Like You

AI-powered content operations that preserve voice, route through compliance gates, and require human approval before publishing.

📝
SOURCE
JOURNAL
🤖
AI VOICE
ENGINE
🛡
COMPLIANCE
GATE
HUMAN
APPROVAL
📡
CROSS-POST
LIVE
Voice-matched content pipeline — compliance-checked, human-approved, then published
BLUESKY X / TWITTER FARCASTER
130+
COMPLIANCE PATTERNS
3
SAFETY LAYERS
Human
APPROVAL REQUIRED
How it works
Voice Extraction
Analyzes real conversation history to capture sentence structure, vocabulary, and tone — your actual voice, not a template.
Compliance Engine
Three-layer review: regex pattern matching, LLM semantic analysis, and reply-context evaluation. 130+ patterns across severity tiers.
Human Approval Queue
Every post routed for approve / reject / edit before it can publish. You stay in control.
Semantic Deduplication
Similarity, word-overlap, and prefix analysis against recent posts. No near-duplicate goes live.
Per-Platform Cooldowns
Topic categories tracked independently per platform so each audience sees different content.
Feedback Learning Loop
Learns from rejections — categorizes the why and feeds negative examples back to the generator.
05

On-Chain Access
& Subscriptions

On-chain verified access, payments, and subscription infrastructure. Smart-contract-gated tiers on Base L2, paid in USDC.

Base
L2 NETWORK
USDC
PAYMENT

Tiered subscription access and on-chain payment rails — smart-contract verified and wallet-native.

SMART CONTRACTS TIERED ACCESS LIVE
06

Built by Someone
Who Runs This Daily

Every system I build for clients is architecture battle-tested on my own infrastructure first.

Strategy Audits
Independent quantitative validation of trading systems and strategy claims.
from $500
Trading Infrastructure
Execution architecture, dashboards, monitoring, and deployment.
from $800
ACE Deployment
Autonomous monitoring, summaries, maintenance, and remediation.
from $150/mo
Financial Dashboards
Real-time visualization, metrics, charts, and alerts.
from $600
Lead Generation Systems
Automated prospecting, enrichment, and outreach.
from $500
Voice Bot / Content Ops
AI-assisted content generation with compliance and approval workflows.
from $500

Let's validate before we build.

Whether you are building a trading system, automating operations, or testing a strategy, Scalesco helps separate evidence from assumptions.

Request an Audit Build a System