Open Issues Need Help
View All on GitHub Feature: Add Multi-Agent Framework Integrations (CrewAI & AutoGen) with Durable Agent Identity about 1 month ago
enhancement help wanted integrations
Feature: Add Embedded DuckDBStore Backend about 1 month ago
enhancement good first issue stores
Feature: Add Native Vector Database Stores (ChromaStore & QdrantStore) about 1 month ago
enhancement help wanted stores
Security: Add Automatic PII Redaction for Belief Storage about 1 month ago
enhancement help wanted good first issue
Core: Add support for Multi-Valued Predicates about 1 month ago
enhancement help wanted core
Feature: Add theme toggle (Light/Dark mode) to Developer Dashboard about 1 month ago
enhancement help wanted good first issue
Feature: Add Multi-Language Belief Extraction Support about 1 month ago
enhancement help wanted
Feature: Complete type stubs and improve type safety across public API about 1 month ago
enhancement good first issue typing
bug good first issue core
Docs: Add Integration Guide and Tests for Celery/RQ Dispatchers about 1 month ago
documentation good first issue
Feature: Add Belief Merge Strategy for Cross-Session Knowledge Transfer about 1 month ago
enhancement help wanted
Security: Add encryption-at-rest for SQLite belief store about 1 month ago
enhancement help wanted security
enhancement help wanted performance
Feature: Add `validate-config` CLI command for config validation about 1 month ago
enhancement good first issue
Feature: Add Webhook / Event Hook System for Pipeline Events about 1 month ago
enhancement help wanted
Bug: `estimate_tokens()` uses naive `len(text)/4` heuristic — causes over/under-budgeting about 1 month ago
bug good first issue
Security: Prevent Extraction Prompt Injection about 1 month ago
enhancement help wanted good first issue
Technique: Add a Lightweight Pre-Filter to Reduce Extraction Costs about 1 month ago
enhancement help wanted good first issue
Feature: Add CLI export command for session beliefs about 2 months ago
help wanted good first issue
Feature: Add Cohere Provider Adapter about 2 months ago
enhancement help wanted good first issue