ROADMAP.md

BeliefSync Roadmap

Vision

BeliefSync should become the default reliability layer for coding agents operating in dynamic repositories.

Phase 1: Open-Source Foundation

• Core data model for repository-state beliefs
• JSON-backed belief store
• Rule-based stale belief detector
• Cost-aware revalidation planner
• CLI demo and example data
• Architecture and integration docs

Phase 2: Better Repository Awareness

• Git-native diff ingestion
• Symbol-level scope extraction
• Better stack-trace and test-log parsing
• Commit, issue, and PR event ingestion
• Replay support for repository event streams

Phase 3: Agent Integrations

• OpenHands adapter
• SWE-agent adapter
• Generic event adapter
• Structured telemetry hooks for agent runs

Phase 4: Research-Ready Infrastructure

• Belief-level evaluation harness
• Stale-belief annotation tooling
• Learned stale-belief detector
• Matched-budget recovery benchmarking
• Dynamic repository benchmark adapters