CausalIQ Knowledge - Development Roadmap¶
Last updated: February 20, 2026
This project roadmap fits into the overall ecosystem roadmap
🚧 Under development¶
No releases currently under active development.
✅ Previous Releases¶
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v0.1.0 - Foundation LLM [January 2026]: Foundation release establishing LLM client infrastructure for causal graph generation.
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v0.2.0 - Additional LLMs [January 2026]: Expanded LLM provider support from 2 to 7 providers.
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v0.3.0 - LLM Caching [January 2026]: SQLite-based response caching with CLI tools for cache management.
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v0.4.0 - Graph Generation [February 2026]: CLI tools for LLM-generated causal graphs.
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v0.5.0 - Workflow Integration [February 2026]: Integration into CausalIQ Workflows including writing results to cache.
🛣️ Upcoming Releases (speculative)¶
Release v0.6.0 - Statistical Fusion¶
Support knowledge requirements for fusing LLM knowledge and statistical graph averaging.
Scope:
- graph generation returns separate existence and orientation probabilities
- integrate with latest infrastructure to record graph ede probabilities
Release v0.7.0 - LLM Provider Cost Tracking¶
Query LLM provider APIs for usage and cost statistics.
Scope:
- Provider usage API clients
- CLI
llm costscommand - Cache savings analysis
Release v0.8.0 - Enhanced LLM Context¶
Background literature supplied to LLMs
Release v0.9.0 - Structure Learning¶
Integration with structure learning algorithms
Release v0.10.0 - Legacy Reference¶
Support for deriving knowledge from reference networks and migration of functionality from legacy discovery repo