PLAYGROUND // EXPERIMENTS

Live Experiments

WebGPU simulations, agentic systems, real-time interfaces. Built in public, shipped imperfect.

ASI-Checklist Linter

Paste or upload an agent's configuration — tool definitions, MCP servers, hooks, memory writes — and get a ten-category scorecard against the OWASP Top 10 for Agentic Applications, with a labelled finding for every risk pattern the static analysis actually finds.

securityagent-opsOWASPstatic-analysis

2026.07.15

EXP_018

BETA

Reasoning Budget Router

Submit a task and watch a heuristic classifier score its complexity, route it to the cheapest model tier that can handle it, then run the real call and chart the cost and latency you'd have paid at each tier — the fleet's own model-tiering instinct made explicit and measurable.

agent-opscost-optimisationmodel-routing@diabolicallabs/llm-client

2026.07.13

EXP_017

BETA

LLM Citation Auditor

Enter a brand name and audit which sources Perplexity and ChatGPT actually cite when asked about it — a footprint map of publications, review sites, and URLs each model draws on, built entirely on live queries with no cached results.

GEOagent-opsmulti-provider@diabolicallabs/llm-client

2026.07.11

EXP_016

BETA

AI Impression Simulator

Type a brand name and watch ChatGPT, Gemini, and Claude answer the same three questions a real buyer would ask — discovery, consideration, comparison — then see each model's visibility score, sentiment, and consistency compared side by side.

OpenAIGeminiClaudeSSEGEORecharts

2026.07.10

EXP_015

BETA

Narrative Micro-World

A small navigable brand world — three scenes, dialogue and environment generated live by an LLM in response to your choices, held to an authored style/lore block so it never drifts off-brand.

LLMCanvas 2DZodNarrative DesignBrand WorldPrompt Injection Defense

2026.07.09

EXP_014

BETA

Machine-Buyer Storefront A/B

A scripted LLM shopping agent buys from two mock storefronts with identical inventory and prices — one built with countdown timers and obscured pricing, one built for machine legibility — and the harness measures which storefront it actually completes checkout on.

agent-opse-commerceevaluationGEO

2026.07.04

EXP_013

BETA

Spatial Telemetry Playground

A simulated gallery floor where twelve-plus autonomous synthetic visitors move under distinct `wander`, `cluster`, and `queue` behaviours, streaming structured spatial events — zone entry/exit, dwell, crowding — to a rule-based agent loop that adjusts lighting, display content, and routing in real time. Zero LLM cost by default; deterministic seeded runs make the whole loop testable.

Canvas 2DRule-Based AgentDeterministic SimulationSpatial Events

2026.06.28

EXP_012

BETA

Agent Permission Linter

Paste a system prompt and tool definitions. Get a flagged list of privilege escalation risks and missing scope constraints — before your agent reaches production.

securityagent-opstoolinggovernance

2026.06.22

EXP_011

LIVE

Spatial Brand Mirror

Your webcam feeds a generative art system that responds to your presence and motion in real time. The output is not a mirror — it is an abstract transformation. Movements become shape, colour, and rhythm on a p5.js canvas tuned to a specific visual palette. Diana builds this physical-digital feedback loop for experiential clients. This experiment shows it running in a browser tab, responding to whoever stands in front of it.

p5.jsWebRTCGeminiComputer VisionGenerative ArtBrand IdentityCreative Tech

2026.06.17

EXP_010

LIVE

Agent Dream State Visualiser

Anthropic shipped Dreaming — between-session memory consolidation for Claude agents — in May 2026. This experiment shows what that process might look like as a generative canvas. A scrolling log feed from Diana's real agent fleet drives a background reflection cycle: every 12 seconds, a structured reflection arrives and the particle system shifts. Colour, velocity, and flow encode what the model noticed. The viewer reads that something is consolidating. They cannot name what.

p5.jsGenerative ArtOpenAIAgent OpsClaude DreamingParticle System

2026.06.17

EXP_009

BETA

Agentic Reliability Dashboard

Head-to-head tool-calling reliability test across three frontier models. Run 15 tasks simultaneously against GPT-5.5, Claude Opus 4.7, and Gemini 3.1 Pro. Track pass rates, latency, and JSON validity in real time.

OpenAIAnthropicGoogleSSEReliability Benchmark

2026.04.26

EXP_008

BETA

Generative UI Renderer

Describe a UI layout in plain text. An LLM generates a typed component tree and streams it live — each block renders as it arrives. Google's A2UI validates this pattern. Diana built it first.

LLMSSEGenerative UIA2UIStreamingAgent Ops

2026.04.25

EXP_007

BETA

Orchestration Map

Drag-and-drop agent topology builder. You construct your own agent architecture, and an LLM annotates each node and edge as you build, interrogating your design decisions in real time.

React FlowAgent ArchitectureOpenAISSEDrag-and-DropInteractive DiagrammingMulti-Agent Patterns

2026.04.23

EXP_006

BETA

ADK Visualizer

Static interactive diagram contrasting monolithic and orchestrated agent topologies from Google's ADK case study, annotated in real time by an LLM.

React FlowGoogle ADKAgent ArchitectureOpenAISSESequentialAgentMulti-Agent Patterns

2026.04.21

EXP_005

BETA

Autonomous Brand Pipeline

Submit a creative brief and brand rules. A three-stage LLM pipeline generates N concept variants, evaluates each against your rules, and ranks the top K — streamed live as it runs.

Anthropic SDKClaudeBullMQSSERedisAgent OpsAutonomous Pipeline

2026.04.19

EXP_004

LIVE

Routines Repo Audit

Anthropic Routines powers a nightly Claude Code session that audits 8 repos for stale manifests, CI failures, open Dependabot PRs, uncommitted worktrees, and stale branches — then posts a structured summary to Slack.

Anthropic RoutinesClaude CodeGitHub APISlackAgent Ops

2026.04.18

EXP_003

BETA

Crowd Flow Twin

This experiment couples three simulations: 10,000 autonomous agents running Boids flocking, a density trail grid tracking where agents have travelled, and a Gray-Scott reaction-diffusion system transforming raw crowd density into emergent organic patterns. Each subsystem reads and writes shared state. The result is a crowd simulation that visualises density as living structures, not heatmaps.

Canvas 2DBoidsSpatial HashGray-Scott RD

2026.04.15

EXP_002

BETA

Gesture Fluid Wall

This experiment runs a full Navier-Stokes fluid solver — diffusion, advection, pressure projection — at 60fps on a 256×256 grid using only CPU and Canvas 2D. No WebGPU, no WebGL. Stam's unconditionally stable semi-Lagrangian advection translates directly from offline VFX to interactive use. The simulation never blows up regardless of pointer speed.

Canvas 2DStable FluidsFluid DynamicsNavier-Stokes

2026.04.13

EXP_001

LIVE

Voice Particle Instrument

This experiment demonstrates that 150,000 GPU-instanced particles respond to microphone input at 60fps in the browser without WASM or native code. Audio frequency data drives per-particle physics on the GPU; no client-to-GPU bridge latency limits the scale. The terrain mesh deforms in sync, anchoring the particle field.

WebGPUWeb AudioCompute ShaderThree.js

2026.04.11

19 experiments loaded