Fragility Discovery Engine v0.5.0 · AgenticOps

How this demo works

Every sample below is JSON on this server. Click a row to open the right viewer with that file already loaded. The public demo is browse-first: live Run a scenario needs an operator API key (or run locally with pip install fragility-engine).

Full map of pages and viewers: Demo guide · CLI tutorials: How to Use · Policy: Demo guardrails

Fragility Discovery Engine

Search for fragile conditions in toy institutional simulations, then inspect replays, trade-off charts, and attribution paths.

Step-by-step replays

Scrub timelines of collapse. Opens in the replay viewer.

SampleDomainOpen
Flagship benchmark Aggregate peg Replay
Aggregate peg Stablecoin reserves Replay
Network contagion 32-node graph Replay
Resource cascade Dual capacity layers Replay
Service backlog Queue vs processing Replay
Liquidity ladder Margin stress Replay
Inventory buffer Stock level Replay

Attack trade-off charts (Pareto)

Severity vs attack cost. Opens in the Pareto viewer. Co-evolution runs on Run a scenario produce fresh charts under /runs/<id>/.

SampleDomainOpen
Aggregate peg frontier Charter Chart
Network contagion Charter Chart
Resource cascade Charter Chart
Service backlog Charter Chart
Liquidity ladder Charter Chart
Inventory buffer Charter Chart

Attribution and mutation chains

Counterfactuals and stepwise interventions. Opens in the attribution viewer.

SampleDomainOpen
Rumor → depeg chain Aggregate peg Attribution
Resource cascade merge Two branches Attribution
Inventory buffer merge Lower starting stock Attribution
Inventory demand chain Mutation chain Attribution

Multi-domain composite

One attack genome evaluated on several domains. Opens in the composite viewer (use Presets for twin through hexa).

SampleDomainsOpen
Hexa composite All six charter domains Composite
Preset gallery Twin · triple · quad · penta · hexa Composite viewer

Research fork — coupled institution

Peg panic and overload exchange signals inside one simulation step (not the six-domain charter). Policy: Coupled fork notes · raw JSON bundle: coupled_fork_demo.

SampleViewerOpen
Coupled replay Replay Replay
Mutation chain Attribution Attribution
Coupling sweep Chart Sweep viewer
Coupling comparison Compare Comparison viewer
GA Pareto frontier Pareto Chart
LLM export bundles Manifest Prompt bundles