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Broadside-AI Roadmap

This roadmap tracks the next steps after the Broadside-AI v1 cleanup pass.

Current baseline

The project now has:

  • a CLI-first scatter/gather runtime
  • stdout-first default behavior for automation
  • stable --json-output payloads
  • task validation from the main CLI
  • structured-output parsing through gather and synthesis
  • weighted_merge for structured tasks
  • early-stop controls for cost and latency
  • tests, benchmarks, CI, and release/publish workflows

Near-term priorities

1. First public release

  • publish the first package to PyPI
  • cut the initial GitHub release notes
  • verify Trusted Publishing end to end
  • confirm README rendering and metadata on PyPI

2. Backend docs and troubleshooting

  • add dedicated backend setup docs
  • document Ollama local vs cloud troubleshooting
  • document OpenAI-compatible provider configuration
  • add a "when not to use Broadside-AI" guide

3. Integration depth

  • add more subprocess and CI examples
  • document JSON payload versioning expectations
  • add examples for structured extraction and ticket triage
  • add benchmark recipes for comparing backends

4. Quality and coverage

  • add backend contract tests with fake clients
  • add more CLI smoke tests in CI
  • add release smoke tests for example workflows
  • add benchmark-result sanity checks

5. Community readiness

  • add issue templates and a PR template (done)
  • label good first issues
  • document benchmark contribution expectations

Longer-term ideas

  • richer conflict detection on structured outputs
  • model-diversity scatter strategies
  • optional result schema versioning for JSON mode
  • hosted documentation site

Non-goals

These remain out of scope unless the product identity changes:

  • inter-agent messaging
  • workflow DAG orchestration
  • long-running autonomous agents
  • crew or role hierarchies
  • hidden persistent memory across runs

Maintainer note

The repository markdown files are part of the product surface. If behavior changes, update the docs in the same PR.

Last updated: 2026-04-05