What's new

March 18, 2026

Chaos injection & failure simulation

• NewF4 Chaos Engine — inject latency spikes, model timeouts, and rate-limit errors into any pipeline node
• NewFailure cascade visualization shows how a single node failure propagates downstream
• NewPre-built chaos profiles: "Black Friday traffic", "Model provider outage", "Embedding drift"
• ImprovedSimulation runs now complete 40% faster with optimized parallel node execution
• FixedFixed edge case where re-ranker nodes with custom scoring functions would silently drop results

February 24, 2026

Export engine & team collaboration

• NewF5 Export Engine — generate PDF, CSV, and JSON reports from any simulation run
• NewTeam workspaces with shared pipelines, simulation history, and role-based access
• NewShareable simulation links with read-only access for stakeholders
• ImprovedDashboard redesign with faster load times and improved metric density
• FixedResolved memory leak in long-running simulations exceeding 10,000 requests

January 30, 2026

Cost optimization engine

• NewF3 Cost Lens — real-time token-level cost tracking across every node in your pipeline
• NewCost forecasting: project spend at 10x, 50x, and 100x current traffic
• NewAutomatic detection of redundant LLM calls with suggested consolidation patterns
• ImprovedImproved latency profiling accuracy to sub-millisecond resolution
• ImprovedAdded support for Anthropic Claude 3, Mistral, and Cohere models in node configuration

January 6, 2026

Latency profiling & bottleneck detection

• NewF2 Latency Profiler — flame-chart style visualization of per-node execution time
• NewAutomatic bottleneck detection highlights the slowest node in every simulation
• NewP50 / P95 / P99 latency breakdowns with historical comparison
• ImprovedPipeline canvas now supports zoom, pan, and node grouping
• FixedFixed YAML parser failing on multi-line prompt templates

December 10, 2025

Initial beta — pipeline builder & simulation

• NewF1 Pipeline Builder — drag-and-drop canvas for constructing AI system architectures
• NewNode types: LLM, Embedding, Vector Search, Re-ranker, Custom Function
• NewBasic simulation engine with configurable traffic patterns and request volumes
• NewCLI tool with init, simulate, and export commands
• NewFree tier with 3 pipelines, 500 simulation runs per month