Lattice Current

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한국어
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Lattice CurrentSignal workspace with replay, operations, and graph intelligence

A public research fork for live monitoring, structured reasoning, replay-backed validation, and browser-ready decision support.

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GitHub Repo
Lattice Current sanitized hero image

Workspace shell instead of panel overload

Overview, Intelligence, Investing, Builders, and Operations views now organize the product around intent instead of forcing every panel open at once.

Replay Studio and browser-run operations

Historical replay, walk-forward validation, scheduler controls, and pipeline monitoring now run from a dedicated surface that works in the web path too.

Shared intelligence fabric

News, clusters, snapshots, and analysis artifacts are persisted and reused across Briefing Desk, Research Desk, Graph Studio, and Replay Studio.

Start here ​

The docs home now mirrors the actual product more closely: a map-first entry, workspace-oriented surfaces, and replay-first research loops instead of a static dashboard description.

Operating modesFull / Tech / Finance
Core loopSignal -> Score -> Connect -> Replay
Best entryMap -> Hub -> Replay -> Scenario

Fork position ​

This is an independent public research fork. It does not claim to be the official upstream distribution or hosted service.

Current product shape ​

  • Live Workspace: prioritized live signals and map-first operating context
  • Briefing Desk: current posture, risk framing, and operator-facing synthesis
  • Research Desk: Codex-assisted discovery, automation governance, and dataset review
  • Replay Studio: replay, walk-forward, data health, scheduler actions, and run interpretation
  • Graph Studio: ontology and relationship views for structured exploration
  • Data Flow Ops: lag, retention, storage, heartbeat, and coverage quality tracking

Variants ​

  • Full: geopolitics, conflict, infrastructure, military, macro spillover
  • Tech: AI, startups, cloud, cyber, supply-chain and ecosystem monitoring
  • Finance: cross-asset, macro, central-bank, transmission, replay, and investment workflows

Explore only what you need ​

Hands-on path

Home map surfaces -> features

Use the globe and flat map above first, then open feature docs only after you know which surface matters.

Open playground
System path

Architecture -> runtime ownership

Open the topology only when you need to know where a layer runs, what it owns, and how storage and replay fit together.

Open architecture docs
Model path

AI and backtesting

Use the model and replay docs when you need the reasoning behind the scores, priors, and validation loop.

Open AI and backtesting docs
Visual path

Dedicated globe route

The same 3D surface also stays available as a focused route when you want the globe without the rest of the home stack.

Open globe showcase

What changed recently ​

  • Replaced a monitor-heavy layout with a workspace shell that groups the app by intent
  • Added dedicated hubs for replay, research, graph analysis, and operational monitoring
  • Enabled browser-mode replay and scheduler actions through the local web runtime
  • Added shared persistence so collected news, snapshots, and intelligence artifacts can be reused instead of treated as disposable session data
  • Expanded replay interpretation with current-vs-replay drift, portfolio accounting, and decision briefs
  • Added automation governance and data-flow visibility so users can see what is running, stale, blocked, or reusable

Public docs policy ​

Public docs intentionally describe product behavior, architecture, and algorithms while omitting or sanitizing sensitive operating details, private feeds, credentials, and internal-only workflows.

Start here ​

Latest update ​

Code licensed under AGPL-3.0-only. Public docs and media follow separate content policies.

Copyright 2024-2026 Elie Habib