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Roadmap

Planned improvements to this list and its automation. This is a living document: items are unordered within each horizon, carry no date commitments, and may change as the ecosystem evolves. Contributions toward any item are welcome — see CONTRIBUTING.md. Completed work is recorded in the Changelog.

Near-term

  • Diagnose and restore the weekly discovery output cadence — .github/PROPOSED_UPDATES.md was last regenerated on 2026-05-11 despite the weekly schedule.
  • Triage the current discovery candidates with explicit accept / reject notes against the production-infrastructure scope (see the FAQ).
  • Add a CI check that validates every benchmarks.md row against the six-field schema (Metric, Value, Tag, Source, Date, Methodology) and a valid evidence tag.

Mid-term

  • Unit tests for scripts/discovery_engine.py covering the remaining URL parsing and discovery markdown generation (the verified-date audit is now tested).
  • Extend the decision tree beyond frameworks and vector databases to embedding selection, reranking, and chunking strategy.

Longer-term

  • A postmortem / failure case studies section, cross-linked with rag-pitfalls.md.
  • Evaluate splitting the largest README sections (for example, Agentic RAG and Multimodal RAG) into side documents as they grow.

Out of Scope

These are deliberate decisions, not gaps:

  • Translations / i18n — the list is maintained in English as a single source of truth; see the FAQ.
  • End-user chat platforms and low-code builders — see the FAQ for the scope rationale.
  • Absolute "best tool" rankings — the list provides decision guides and evidence, not verdicts.